library("RCurl")
library(jsonlite)
library(ggplot2)
library(class)
library(caret)
## Loading required package: lattice
library(e1071)
library(dplyr)
##
## Attaching package: 'dplyr'
## The following objects are masked from 'package:stats':
##
## filter, lag
## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union
library(tidyverse)
## ── Attaching packages
## ───────────────────────────────────────
## tidyverse 1.3.2 ──
## ✔ tibble 3.1.8 ✔ purrr 0.3.4
## ✔ tidyr 1.2.0 ✔ stringr 1.4.0
## ✔ readr 2.1.2 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ tidyr::complete() masks RCurl::complete()
## ✖ dplyr::filter() masks stats::filter()
## ✖ purrr::flatten() masks jsonlite::flatten()
## ✖ dplyr::lag() masks stats::lag()
## ✖ purrr::lift() masks caret::lift()
library(aws.s3)
library(gtools)
##
## Attaching package: 'gtools'
##
## The following object is masked from 'package:e1071':
##
## permutations
library(openxlsx)
creativity <- read.table(textConnection(getURL(
"https://smuds6306.s3.us-east-2.amazonaws.com/Creativity.csv"
)), sep=",", header=TRUE)
iris3 <- jsonlite::fromJSON("https://smuds6306.s3.us-east-2.amazonaws.com/iris.json")
climate <- read.table(textConnection(getURL(
"https://cgiardata.s3-us-west-2.amazonaws.com/ccafs/amzn.csv"
)), sep=",", header=TRUE)
Sys.setenv("AWS_ACCESS_KEY_ID" = "AKIAVW4VHW4VPB7MHZWA",
"AWS_SECRET_ACCESS_KEY" = "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",
"AWS_DEFAULT_REGION" = "us-east-2")
# Using aws.s3
aws.s3::bucketlist()
## Bucket CreationDate
## 1 smuddsproject2 2022-07-26T14:50:49.000Z
## 2 smuds6306 2021-11-16T13:35:36.000Z
## 3 smuds6306breakout 2021-11-17T00:23:04.000Z
aws.s3::get_bucket("smuddsproject2")
## Bucket: smuddsproject2
##
## $Contents
## Key: Case2PredictionsClassifyEXAMPLE.csv
## LastModified: 2022-07-18T19:01:53.000Z
## ETag: "bd1de75effe9449f7d49a4de5116205a"
## Size (B): 3012
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: Case2PredictionsRegressEXAMPLE.csv
## LastModified: 2022-07-18T19:01:51.000Z
## ETag: "a0f1f01c30e2cd00488822ad3c9aa6fe"
## Size (B): 3187
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: CaseStudy2-data.csv
## LastModified: 2022-07-18T19:00:38.000Z
## ETag: "d68dd080517407fb3a4f05d91fed27d7"
## Size (B): 138428
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: CaseStudy2CompSet No Attrition.csv
## LastModified: 2022-07-18T19:01:55.000Z
## ETag: "6c9d92b8a6fc5fd805ff0a5d4dfddde0"
## Size (B): 47686
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
##
## $Contents
## Key: CaseStudy2CompSet No Salary.xlsx
## LastModified: 2022-07-18T19:01:56.000Z
## ETag: "bdcb211847739638a631f828a3278339"
## Size (B): 56381
## Owner: 6a1a843f5cdc0cd887a7117c91d8bb3e0c9d31ba5db7441f7d01d6ade80cfac3
## Storage class: STANDARD
#Read in Creativity.csv
turnoverDataframe = s3read_using(FUN = read.csv,
bucket = "smuddsproject2",
object = "CaseStudy2-data.csv")
noAttritionDataframe = s3read_using(FUN = read.csv,
bucket = "smuddsproject2",
object = "CaseStudy2CompSet No Attrition.csv")
turnoverDataframe$Attrition = as.factor(turnoverDataframe$Attrition)
noSalaryDataframeCSV = data.frame(read.csv("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/CaseStudy2CompSet_No_Salary.csv"))
turnoverDataframe
## ID Age Attrition BusinessTravel DailyRate Department
## 1 1 32 No Travel_Rarely 117 Sales
## 2 2 40 No Travel_Rarely 1308 Research & Development
## 3 3 35 No Travel_Frequently 200 Research & Development
## 4 4 32 No Travel_Rarely 801 Sales
## 5 5 24 No Travel_Frequently 567 Research & Development
## 6 6 27 No Travel_Frequently 294 Research & Development
## 7 7 41 No Travel_Rarely 1283 Research & Development
## 8 8 37 No Travel_Rarely 309 Sales
## 9 9 34 No Travel_Rarely 1333 Sales
## 10 10 34 No Travel_Frequently 653 Research & Development
## 11 11 43 No Travel_Rarely 823 Research & Development
## 12 12 28 No Non-Travel 280 Human Resources
## 13 13 35 No Travel_Rarely 950 Research & Development
## 14 14 30 No Travel_Rarely 202 Sales
## 15 15 46 No Travel_Rarely 991 Human Resources
## 16 16 31 No Non-Travel 1188 Sales
## 17 17 32 No Travel_Rarely 498 Research & Development
## 18 18 46 No Non-Travel 1144 Research & Development
## 19 19 34 No Travel_Rarely 181 Research & Development
## 20 20 44 No Travel_Rarely 170 Research & Development
## 21 21 36 No Travel_Rarely 913 Research & Development
## 22 22 48 No Travel_Rarely 817 Sales
## 23 23 43 No Travel_Frequently 1001 Research & Development
## 24 24 31 No Travel_Frequently 715 Sales
## 25 25 33 No Travel_Rarely 1069 Research & Development
## 26 26 44 No Travel_Rarely 1099 Sales
## 27 27 38 No Travel_Rarely 1245 Sales
## 28 28 33 Yes Travel_Rarely 603 Sales
## 29 29 53 Yes Travel_Rarely 1168 Sales
## 30 30 52 No Non-Travel 715 Research & Development
## 31 31 32 No Travel_Frequently 689 Sales
## 32 32 33 No Travel_Rarely 267 Research & Development
## 33 33 46 No Travel_Rarely 488 Sales
## 34 34 35 No Travel_Rarely 982 Research & Development
## 35 35 32 No Travel_Rarely 1373 Research & Development
## 36 36 32 No Travel_Frequently 1311 Research & Development
## 37 37 35 Yes Travel_Rarely 737 Sales
## 38 38 36 Yes Travel_Rarely 1456 Sales
## 39 39 56 No Travel_Rarely 206 Human Resources
## 40 40 31 No Travel_Frequently 793 Sales
## 41 41 58 No Non-Travel 350 Sales
## 42 42 45 No Travel_Rarely 954 Sales
## 43 43 49 No Travel_Rarely 464 Research & Development
## 44 44 42 No Travel_Rarely 1059 Research & Development
## 45 45 23 No Travel_Rarely 373 Research & Development
## 46 46 42 No Travel_Frequently 748 Research & Development
## 47 47 32 Yes Travel_Rarely 964 Sales
## 48 48 38 No Travel_Rarely 770 Sales
## 49 49 18 Yes Travel_Frequently 1306 Sales
## 50 50 27 No Non-Travel 691 Research & Development
## 51 51 38 No Travel_Rarely 362 Research & Development
## 52 52 58 No Travel_Rarely 1055 Research & Development
## 53 53 44 No Travel_Rarely 1117 Research & Development
## 54 54 45 No Non-Travel 805 Research & Development
## 55 55 31 No Travel_Rarely 746 Research & Development
## 56 56 41 No Travel_Rarely 548 Research & Development
## 57 57 42 Yes Travel_Frequently 933 Research & Development
## 58 58 29 No Travel_Rarely 1370 Research & Development
## 59 59 37 No Non-Travel 728 Research & Development
## 60 60 25 Yes Travel_Frequently 599 Sales
## 61 61 36 Yes Travel_Rarely 530 Sales
## 62 62 36 No Travel_Rarely 325 Research & Development
## 63 63 31 No Travel_Rarely 1154 Sales
## 64 64 18 No Non-Travel 1431 Research & Development
## 65 65 24 Yes Travel_Rarely 984 Research & Development
## 66 66 32 No Travel_Rarely 334 Research & Development
## 67 67 35 No Travel_Rarely 1017 Research & Development
## 68 68 23 No Travel_Rarely 571 Research & Development
## 69 69 35 No Travel_Frequently 664 Research & Development
## 70 70 37 No Travel_Rarely 1372 Research & Development
## 71 71 41 No Travel_Rarely 642 Research & Development
## 72 72 28 No Travel_Rarely 866 Sales
## 73 73 35 Yes Travel_Rarely 556 Research & Development
## 74 74 41 No Travel_Rarely 167 Research & Development
## 75 75 52 Yes Travel_Rarely 1030 Sales
## 76 76 30 No Travel_Frequently 721 Research & Development
## 77 77 34 No Travel_Rarely 971 Sales
## 78 78 46 No Travel_Rarely 563 Sales
## 79 79 45 No Non-Travel 1052 Sales
## 80 80 31 No Travel_Rarely 1276 Research & Development
## 81 81 37 Yes Travel_Rarely 1141 Research & Development
## 82 82 35 No Travel_Rarely 1370 Research & Development
## 83 83 38 No Travel_Frequently 508 Research & Development
## 84 84 37 No Travel_Rarely 1319 Research & Development
## 85 85 36 No Travel_Rarely 429 Research & Development
## 86 86 59 No Travel_Rarely 715 Research & Development
## 87 87 47 No Travel_Rarely 703 Sales
## 88 88 35 Yes Travel_Rarely 622 Research & Development
## 89 89 27 No Travel_Frequently 994 Sales
## 90 90 46 No Travel_Rarely 705 Sales
## 91 91 38 No Travel_Frequently 1490 Research & Development
## 92 92 29 Yes Travel_Rarely 408 Sales
## 93 93 37 Yes Travel_Rarely 1373 Research & Development
## 94 94 35 No Travel_Rarely 670 Research & Development
## 95 95 50 No Travel_Rarely 1452 Research & Development
## 96 96 42 No Travel_Rarely 635 Sales
## 97 97 46 No Travel_Rarely 228 Sales
## 98 98 37 No Non-Travel 1040 Research & Development
## 99 99 29 No Travel_Frequently 410 Research & Development
## 100 100 34 No Travel_Rarely 401 Research & Development
## 101 101 27 No Travel_Rarely 1377 Research & Development
## 102 102 31 No Travel_Rarely 326 Sales
## 103 103 34 No Non-Travel 1381 Sales
## 104 104 23 No Travel_Rarely 885 Research & Development
## 105 105 53 No Travel_Rarely 447 Research & Development
## 106 106 26 No Travel_Rarely 1384 Research & Development
## 107 107 29 No Non-Travel 1496 Research & Development
## 108 108 55 No Travel_Rarely 189 Human Resources
## 109 109 46 Yes Travel_Rarely 261 Research & Development
## 110 110 32 No Travel_Rarely 529 Research & Development
## 111 111 28 No Travel_Frequently 773 Research & Development
## 112 112 52 No Travel_Rarely 1053 Research & Development
## 113 113 52 No Travel_Rarely 994 Research & Development
## 114 114 35 No Non-Travel 1225 Research & Development
## 115 115 35 No Travel_Rarely 1361 Sales
## 116 116 37 No Non-Travel 1252 Sales
## 117 117 25 No Travel_Rarely 1356 Sales
## 118 118 29 No Travel_Rarely 1378 Research & Development
## 119 119 41 No Travel_Rarely 465 Research & Development
## 120 120 34 No Travel_Rarely 404 Research & Development
## 121 121 36 No Non-Travel 427 Research & Development
## 122 122 21 No Travel_Rarely 501 Sales
## 123 123 45 No Travel_Rarely 930 Sales
## 124 124 38 No Travel_Rarely 243 Sales
## 125 125 29 No Travel_Frequently 442 Sales
## 126 126 35 No Travel_Rarely 1224 Sales
## 127 127 32 Yes Travel_Frequently 1125 Research & Development
## 128 128 45 No Travel_Rarely 556 Research & Development
## 129 129 43 No Travel_Rarely 930 Research & Development
## 130 130 46 No Travel_Rarely 1319 Sales
## 131 131 29 No Travel_Rarely 991 Sales
## 132 132 49 No Travel_Rarely 1313 Sales
## 133 133 42 No Travel_Frequently 1368 Research & Development
## 134 134 39 No Travel_Rarely 492 Research & Development
## 135 135 43 No Travel_Frequently 559 Research & Development
## 136 136 40 No Travel_Frequently 791 Research & Development
## 137 137 29 Yes Travel_Rarely 805 Research & Development
## 138 138 54 No Travel_Rarely 1441 Research & Development
## 139 139 39 Yes Travel_Rarely 1122 Research & Development
## 140 140 37 No Travel_Rarely 1189 Sales
## 141 141 56 No Travel_Rarely 1369 Research & Development
## 142 142 58 No Travel_Rarely 848 Research & Development
## 143 143 46 No Travel_Rarely 566 Research & Development
## 144 144 37 No Travel_Rarely 228 Sales
## 145 145 40 No Travel_Rarely 1202 Research & Development
## 146 146 29 No Non-Travel 746 Sales
## 147 147 33 No Travel_Rarely 931 Research & Development
## 148 148 33 No Travel_Rarely 1242 Sales
## 149 149 24 No Travel_Rarely 477 Research & Development
## 150 150 28 No Travel_Rarely 580 Research & Development
## 151 151 31 Yes Travel_Rarely 1365 Sales
## 152 152 32 No Travel_Rarely 929 Sales
## 153 153 32 No Travel_Rarely 906 Sales
## 154 154 41 No Travel_Rarely 447 Research & Development
## 155 155 34 No Travel_Rarely 546 Research & Development
## 156 156 30 No Non-Travel 641 Sales
## 157 157 40 No Travel_Rarely 444 Sales
## 158 158 39 Yes Travel_Frequently 203 Research & Development
## 159 159 43 No Travel_Frequently 1082 Research & Development
## 160 160 42 No Travel_Frequently 458 Research & Development
## 161 161 30 No Travel_Rarely 852 Research & Development
## 162 162 28 Yes Non-Travel 1366 Research & Development
## 163 163 33 No Travel_Rarely 1216 Sales
## 164 164 42 No Travel_Rarely 916 Research & Development
## 165 165 35 No Travel_Rarely 1232 Sales
## 166 166 20 Yes Travel_Rarely 500 Sales
## 167 167 49 No Travel_Rarely 301 Research & Development
## 168 168 33 No Travel_Rarely 922 Research & Development
## 169 169 52 No Travel_Rarely 956 Research & Development
## 170 170 29 No Travel_Rarely 1107 Research & Development
## 171 171 30 No Travel_Rarely 501 Sales
## 172 172 47 No Non-Travel 1169 Research & Development
## 173 173 46 No Travel_Frequently 1034 Research & Development
## 174 174 33 No Travel_Rarely 536 Sales
## 175 175 53 No Travel_Rarely 1376 Sales
## 176 176 21 No Travel_Rarely 984 Research & Development
## 177 177 55 Yes Travel_Rarely 725 Research & Development
## 178 178 26 Yes Travel_Frequently 342 Research & Development
## 179 179 32 No Travel_Frequently 967 Sales
## 180 180 38 No Travel_Rarely 702 Sales
## 181 181 35 No Travel_Rarely 819 Research & Development
## 182 182 38 No Travel_Rarely 1009 Sales
## 183 183 43 No Travel_Frequently 957 Research & Development
## 184 184 39 No Travel_Rarely 1089 Research & Development
## 185 185 39 No Travel_Frequently 443 Research & Development
## 186 186 28 No Travel_Rarely 1158 Research & Development
## 187 187 25 No Travel_Frequently 772 Research & Development
## 188 188 47 No Travel_Rarely 1225 Sales
## 189 189 50 No Travel_Rarely 797 Research & Development
## 190 190 28 No Non-Travel 120 Sales
## 191 191 30 No Travel_Rarely 1275 Research & Development
## 192 192 31 No Travel_Frequently 1125 Sales
## 193 193 46 No Travel_Rarely 1485 Research & Development
## 194 194 48 No Travel_Rarely 163 Sales
## 195 195 26 No Travel_Rarely 683 Research & Development
## 196 196 51 No Travel_Rarely 833 Research & Development
## 197 197 51 No Travel_Rarely 432 Research & Development
## 198 198 49 No Travel_Rarely 174 Sales
## 199 199 44 No Travel_Rarely 477 Research & Development
## 200 200 24 No Travel_Rarely 823 Research & Development
## 201 201 40 Yes Non-Travel 1479 Sales
## 202 202 32 No Travel_Rarely 548 Research & Development
## 203 203 32 No Travel_Rarely 859 Research & Development
## 204 204 28 Yes Travel_Rarely 654 Research & Development
## 205 205 32 No Travel_Rarely 1401 Sales
## 206 206 44 No Travel_Rarely 661 Research & Development
## 207 207 43 Yes Travel_Rarely 1372 Sales
## 208 208 38 Yes Travel_Rarely 1180 Research & Development
## 209 209 30 No Travel_Rarely 201 Research & Development
## 210 210 41 No Travel_Rarely 802 Sales
## 211 211 41 No Travel_Rarely 582 Research & Development
## 212 212 42 No Travel_Rarely 265 Sales
## 213 213 37 No Travel_Rarely 1225 Research & Development
## 214 214 42 No Travel_Rarely 932 Research & Development
## 215 215 27 No Travel_Rarely 1115 Research & Development
## 216 216 40 No Travel_Rarely 896 Research & Development
## 217 217 38 No Travel_Rarely 1495 Research & Development
## 218 218 48 No Travel_Frequently 117 Research & Development
## 219 219 30 No Travel_Rarely 438 Research & Development
## 220 220 26 No Travel_Rarely 583 Research & Development
## 221 221 34 No Travel_Rarely 304 Sales
## 222 222 45 Yes Travel_Frequently 306 Sales
## 223 223 33 No Non-Travel 530 Sales
## 224 224 28 No Travel_Rarely 1423 Research & Development
## 225 225 38 No Travel_Rarely 1206 Research & Development
## 226 226 30 No Travel_Rarely 911 Research & Development
## 227 227 35 No Travel_Rarely 464 Research & Development
## 228 228 22 No Travel_Rarely 1136 Research & Development
## 229 229 24 No Travel_Rarely 1353 Sales
## 230 230 49 No Travel_Rarely 465 Research & Development
## 231 231 45 No Travel_Rarely 1329 Research & Development
## 232 232 35 No Travel_Rarely 890 Sales
## 233 233 47 Yes Travel_Frequently 1093 Sales
## 234 234 54 No Travel_Rarely 1147 Sales
## 235 235 43 No Travel_Frequently 394 Sales
## 236 236 37 Yes Travel_Rarely 625 Sales
## 237 237 42 No Travel_Rarely 300 Research & Development
## 238 238 32 No Travel_Rarely 646 Research & Development
## 239 239 25 No Travel_Rarely 309 Human Resources
## 240 240 50 No Travel_Rarely 813 Research & Development
## 241 241 42 No Travel_Rarely 319 Research & Development
## 242 242 45 No Travel_Frequently 364 Research & Development
## 243 243 29 No Travel_Rarely 1328 Research & Development
## 244 244 25 Yes Travel_Rarely 383 Sales
## 245 245 29 No Travel_Rarely 718 Research & Development
## 246 246 29 No Travel_Rarely 1086 Research & Development
## 247 247 31 No Travel_Rarely 1232 Research & Development
## 248 248 32 No Travel_Rarely 234 Sales
## 249 249 41 No Travel_Frequently 1200 Research & Development
## 250 250 41 No Travel_Rarely 1276 Sales
## 251 251 33 No Non-Travel 1313 Research & Development
## 252 252 36 No Non-Travel 1229 Sales
## 253 253 45 No Travel_Rarely 252 Research & Development
## 254 254 31 Yes Travel_Rarely 359 Human Resources
## 255 255 40 No Non-Travel 218 Research & Development
## 256 256 43 No Non-Travel 343 Research & Development
## 257 257 31 No Travel_Frequently 444 Sales
## 258 258 30 No Travel_Rarely 855 Sales
## 259 259 34 No Travel_Rarely 1480 Sales
## 260 260 25 No Travel_Rarely 977 Research & Development
## 261 261 31 Yes Travel_Frequently 703 Sales
## 262 262 29 Yes Travel_Rarely 224 Research & Development
## 263 263 33 Yes Travel_Rarely 813 Research & Development
## 264 264 29 No Travel_Frequently 1404 Sales
## 265 265 24 No Travel_Rarely 1127 Research & Development
## 266 266 35 No Travel_Rarely 809 Research & Development
## 267 267 34 No Travel_Frequently 829 Research & Development
## 268 268 32 Yes Travel_Rarely 1259 Research & Development
## 269 269 33 No Travel_Frequently 1303 Research & Development
## 270 270 30 No Travel_Rarely 1176 Research & Development
## 271 271 45 No Non-Travel 589 Sales
## 272 272 34 No Travel_Rarely 1130 Research & Development
## 273 273 27 No Travel_Rarely 728 Sales
## 274 274 36 No Travel_Rarely 329 Sales
## 275 275 55 No Travel_Rarely 692 Research & Development
## 276 276 56 No Travel_Rarely 718 Research & Development
## 277 277 22 No Travel_Rarely 253 Research & Development
## 278 278 43 No Travel_Frequently 185 Research & Development
## 279 279 25 Yes Travel_Rarely 240 Sales
## 280 280 55 No Travel_Rarely 1229 Research & Development
## 281 281 43 No Travel_Rarely 1179 Sales
## 282 282 41 No Travel_Rarely 263 Research & Development
## 283 283 40 No Travel_Rarely 1194 Research & Development
## 284 284 31 No Travel_Rarely 691 Sales
## 285 285 38 No Travel_Rarely 433 Human Resources
## 286 286 33 No Travel_Rarely 589 Research & Development
## 287 287 22 Yes Travel_Rarely 391 Research & Development
## 288 288 34 No Travel_Rarely 1346 Research & Development
## 289 289 36 No Travel_Frequently 1467 Sales
## 290 290 35 No Travel_Rarely 384 Sales
## 291 291 45 No Travel_Rarely 974 Research & Development
## 292 292 36 No Non-Travel 1105 Research & Development
## 293 293 27 No Travel_Rarely 894 Research & Development
## 294 294 47 No Non-Travel 1162 Research & Development
## 295 295 40 No Travel_Rarely 898 Human Resources
## 296 296 35 No Travel_Rarely 1490 Research & Development
## 297 297 34 No Travel_Frequently 1069 Research & Development
## 298 298 34 Yes Travel_Frequently 658 Research & Development
## 299 299 31 Yes Non-Travel 335 Research & Development
## 300 300 28 Yes Travel_Rarely 1157 Research & Development
## 301 301 32 No Travel_Frequently 379 Sales
## 302 302 35 No Travel_Frequently 853 Sales
## 303 303 55 No Travel_Rarely 1441 Research & Development
## 304 304 35 No Travel_Rarely 1395 Research & Development
## 305 305 58 Yes Travel_Rarely 289 Research & Development
## 306 306 24 No Non-Travel 1269 Research & Development
## 307 307 50 No Travel_Rarely 804 Research & Development
## 308 308 34 No Non-Travel 697 Research & Development
## 309 309 55 No Travel_Frequently 135 Research & Development
## 310 310 25 No Travel_Rarely 810 Sales
## 311 311 34 No Travel_Rarely 1351 Research & Development
## 312 312 40 No Travel_Rarely 302 Research & Development
## 313 313 31 Yes Travel_Frequently 561 Research & Development
## 314 314 51 No Travel_Rarely 1169 Research & Development
## 315 315 60 No Travel_Rarely 1179 Sales
## 316 316 47 No Travel_Rarely 955 Sales
## 317 317 34 No Travel_Frequently 303 Sales
## 318 318 24 No Travel_Rarely 771 Research & Development
## 319 319 39 No Travel_Rarely 1498 Sales
## 320 320 19 No Travel_Rarely 265 Research & Development
## 321 321 32 No Non-Travel 1184 Research & Development
## 322 322 34 No Travel_Rarely 1397 Research & Development
## 323 323 30 No Travel_Frequently 1012 Research & Development
## 324 324 46 No Travel_Rarely 1003 Research & Development
## 325 325 39 No Travel_Rarely 466 Research & Development
## 326 326 27 No Travel_Rarely 618 Research & Development
## 327 327 44 No Travel_Rarely 1313 Research & Development
## 328 328 42 No Travel_Rarely 557 Research & Development
## 329 329 38 No Travel_Frequently 1394 Research & Development
## 330 330 42 No Travel_Rarely 1147 Human Resources
## 331 331 49 No Travel_Rarely 809 Research & Development
## 332 332 32 Yes Travel_Rarely 1045 Sales
## 333 333 44 Yes Travel_Frequently 429 Research & Development
## 334 334 27 No Travel_Rarely 608 Research & Development
## 335 335 59 No Non-Travel 1420 Human Resources
## 336 336 33 Yes Travel_Frequently 827 Research & Development
## 337 337 35 No Travel_Frequently 1182 Sales
## 338 338 34 No Travel_Frequently 618 Research & Development
## 339 339 50 Yes Travel_Frequently 959 Sales
## 340 340 27 No Travel_Rarely 1240 Research & Development
## 341 341 36 No Travel_Rarely 852 Research & Development
## 342 342 28 No Travel_Frequently 193 Research & Development
## 343 343 33 No Travel_Rarely 654 Research & Development
## 344 344 30 No Travel_Frequently 160 Research & Development
## 345 345 30 No Travel_Rarely 1329 Sales
## 346 346 39 No Travel_Rarely 119 Sales
## 347 347 34 No Travel_Frequently 1003 Research & Development
## 348 348 26 No Travel_Frequently 1479 Research & Development
## 349 349 44 No Non-Travel 111 Research & Development
## 350 350 56 No Travel_Rarely 832 Research & Development
## 351 351 42 No Travel_Rarely 1396 Research & Development
## 352 352 31 No Travel_Rarely 218 Sales
## 353 353 40 No Travel_Frequently 902 Research & Development
## 354 354 40 No Non-Travel 1142 Research & Development
## 355 355 41 No Travel_Rarely 796 Sales
## 356 356 34 No Travel_Rarely 1326 Sales
## 357 357 26 No Travel_Rarely 841 Research & Development
## 358 358 29 Yes Travel_Rarely 408 Research & Development
## 359 359 32 No Travel_Rarely 427 Research & Development
## 360 360 36 No Travel_Rarely 1403 Research & Development
## 361 361 52 No Travel_Rarely 699 Research & Development
## 362 362 29 Yes Travel_Frequently 746 Sales
## 363 363 52 Yes Travel_Rarely 266 Sales
## 364 364 40 No Travel_Rarely 1416 Research & Development
## 365 365 55 No Travel_Rarely 282 Research & Development
## 366 366 56 No Travel_Frequently 906 Sales
## 367 367 34 No Travel_Frequently 135 Research & Development
## 368 368 40 No Travel_Rarely 1342 Sales
## 369 369 23 No Travel_Rarely 977 Research & Development
## 370 370 32 No Travel_Rarely 1018 Research & Development
## 371 371 31 No Travel_Frequently 853 Research & Development
## 372 372 30 No Non-Travel 1398 Sales
## 373 373 45 No Travel_Frequently 1249 Research & Development
## 374 374 37 No Travel_Rarely 1470 Research & Development
## 375 375 20 No Travel_Rarely 727 Sales
## 376 376 50 No Travel_Frequently 333 Research & Development
## 377 377 36 Yes Travel_Rarely 885 Research & Development
## 378 378 42 No Travel_Rarely 419 Sales
## 379 379 29 No Travel_Rarely 942 Research & Development
## 380 380 30 Yes Travel_Rarely 138 Research & Development
## 381 381 47 No Travel_Rarely 1482 Research & Development
## 382 382 26 No Travel_Rarely 1355 Human Resources
## 383 383 48 No Travel_Rarely 1221 Sales
## 384 384 23 No Travel_Rarely 541 Sales
## 385 385 51 Yes Travel_Rarely 1323 Research & Development
## 386 386 38 No Travel_Rarely 1333 Research & Development
## 387 387 35 No Travel_Frequently 944 Sales
## 388 388 29 No Travel_Rarely 232 Research & Development
## 389 389 36 No Travel_Rarely 530 Sales
## 390 390 21 Yes Travel_Frequently 756 Sales
## 391 391 34 No Travel_Rarely 1111 Sales
## 392 392 26 No Travel_Rarely 1443 Sales
## 393 393 31 No Non-Travel 976 Research & Development
## 394 394 60 No Travel_Frequently 1499 Sales
## 395 395 42 No Travel_Frequently 1271 Research & Development
## 396 396 31 No Travel_Rarely 192 Research & Development
## 397 397 46 No Travel_Rarely 1009 Research & Development
## 398 398 34 Yes Travel_Rarely 1107 Human Resources
## 399 399 56 No Non-Travel 667 Research & Development
## 400 400 44 No Travel_Frequently 1193 Research & Development
## 401 401 30 No Travel_Rarely 317 Research & Development
## 402 402 42 No Non-Travel 926 Research & Development
## 403 403 47 No Travel_Rarely 207 Research & Development
## 404 404 36 No Travel_Rarely 711 Research & Development
## 405 405 35 No Travel_Rarely 1343 Research & Development
## 406 406 43 No Travel_Rarely 782 Research & Development
## 407 407 31 No Travel_Rarely 196 Sales
## 408 408 36 No Travel_Rarely 917 Research & Development
## 409 409 53 No Travel_Rarely 1219 Sales
## 410 410 43 No Travel_Rarely 589 Research & Development
## 411 411 36 No Travel_Rarely 1278 Human Resources
## 412 412 41 No Travel_Rarely 918 Sales
## 413 413 37 No Travel_Rarely 408 Research & Development
## 414 414 32 No Travel_Frequently 1318 Sales
## 415 415 34 Yes Travel_Frequently 296 Sales
## 416 416 35 No Non-Travel 1180 Research & Development
## 417 417 30 No Non-Travel 1116 Research & Development
## 418 418 36 No Travel_Frequently 566 Research & Development
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## 420 420 29 No Travel_Rarely 986 Research & Development
## 421 421 34 No Travel_Rarely 1153 Research & Development
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## 423 423 31 Yes Travel_Rarely 249 Sales
## 424 424 18 No Non-Travel 1124 Research & Development
## 425 425 28 No Travel_Rarely 736 Sales
## 426 426 43 No Travel_Rarely 415 Sales
## 427 427 30 No Non-Travel 990 Research & Development
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## 437 437 28 Yes Travel_Rarely 890 Research & Development
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## 439 439 50 Yes Travel_Rarely 869 Sales
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## 441 441 32 No Travel_Frequently 1316 Research & Development
## 442 442 29 No Travel_Rarely 1082 Research & Development
## 443 443 28 Yes Travel_Rarely 529 Research & Development
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## 448 448 42 No Travel_Rarely 1128 Research & Development
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## 453 453 35 Yes Travel_Rarely 303 Sales
## 454 454 33 No Travel_Rarely 217 Sales
## 455 455 48 No Travel_Rarely 1236 Research & Development
## 456 456 40 No Travel_Rarely 611 Sales
## 457 457 31 No Travel_Rarely 1112 Sales
## 458 458 51 No Travel_Rarely 632 Sales
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## 474 474 45 No Travel_Rarely 1316 Research & Development
## 475 475 28 No Travel_Rarely 895 Research & Development
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## 480 480 37 No Travel_Rarely 161 Research & Development
## 481 481 29 No Travel_Rarely 136 Research & Development
## 482 482 31 No Travel_Rarely 1222 Research & Development
## 483 483 34 No Travel_Frequently 735 Research & Development
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## 485 485 58 Yes Travel_Rarely 147 Research & Development
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## 487 487 30 Yes Travel_Rarely 945 Sales
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## 489 489 48 Yes Travel_Rarely 626 Research & Development
## 490 490 34 No Travel_Rarely 970 Research & Development
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## 495 495 36 No Travel_Rarely 1266 Sales
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## 505 505 47 No Travel_Rarely 359 Research & Development
## 506 506 32 No Travel_Rarely 824 Research & Development
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## 514 514 33 No Travel_Frequently 515 Research & Development
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## 523 523 45 No Travel_Rarely 1339 Research & Development
## 524 524 49 No Travel_Rarely 1245 Research & Development
## 525 525 59 No Travel_Rarely 142 Research & Development
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## 529 529 35 No Travel_Rarely 1214 Research & Development
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## 544 544 38 No Travel_Rarely 1261 Research & Development
## 545 545 34 No Travel_Rarely 121 Research & Development
## 546 546 34 No Travel_Rarely 678 Research & Development
## 547 547 49 No Travel_Rarely 527 Research & Development
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## 557 557 54 No Travel_Rarely 548 Research & Development
## 558 558 34 No Travel_Rarely 254 Research & Development
## 559 559 42 No Travel_Rarely 933 Research & Development
## 560 560 26 No Travel_Rarely 933 Sales
## 561 561 36 No Travel_Frequently 1480 Research & Development
## 562 562 58 No Travel_Frequently 1216 Research & Development
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## 564 564 31 No Non-Travel 697 Research & Development
## 565 565 30 No Travel_Rarely 921 Research & Development
## 566 566 44 No Travel_Rarely 1037 Research & Development
## 567 567 32 No Travel_Rarely 128 Research & Development
## 568 568 30 Yes Travel_Rarely 740 Sales
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## 570 570 50 No Travel_Rarely 939 Research & Development
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## 572 572 21 Yes Travel_Rarely 1427 Research & Development
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## 574 574 34 No Travel_Rarely 810 Sales
## 575 575 26 No Travel_Rarely 703 Sales
## 576 576 37 No Travel_Rarely 1115 Research & Development
## 577 577 38 No Travel_Rarely 1404 Sales
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## 579 579 39 No Travel_Frequently 711 Research & Development
## 580 580 29 No Travel_Rarely 1329 Research & Development
## 581 581 25 No Travel_Rarely 882 Research & Development
## 582 582 42 No Travel_Rarely 810 Research & Development
## 583 583 38 No Travel_Rarely 833 Research & Development
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## 585 585 44 No Travel_Rarely 1459 Research & Development
## 586 586 40 No Travel_Rarely 905 Research & Development
## 587 587 38 No Non-Travel 573 Research & Development
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## 589 589 37 No Travel_Rarely 1462 Research & Development
## 590 590 35 No Travel_Rarely 1142 Research & Development
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## 592 592 34 Yes Travel_Rarely 790 Sales
## 593 593 28 Yes Travel_Frequently 1496 Sales
## 594 594 49 No Travel_Rarely 722 Research & Development
## 595 595 40 No Travel_Rarely 884 Research & Development
## 596 596 33 No Travel_Rarely 586 Sales
## 597 597 35 No Travel_Rarely 672 Research & Development
## 598 598 40 No Travel_Rarely 555 Research & Development
## 599 599 27 No Travel_Rarely 155 Research & Development
## 600 600 24 Yes Travel_Rarely 813 Research & Development
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## 602 602 32 No Non-Travel 1200 Research & Development
## 603 603 30 No Travel_Rarely 153 Research & Development
## 604 604 29 No Travel_Rarely 1401 Research & Development
## 605 605 29 Yes Travel_Rarely 428 Sales
## 606 606 53 No Travel_Rarely 970 Research & Development
## 607 607 59 No Travel_Frequently 1225 Sales
## 608 608 38 No Travel_Rarely 322 Sales
## 609 609 26 No Travel_Rarely 652 Research & Development
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## 611 611 35 No Travel_Rarely 817 Research & Development
## 612 612 41 No Non-Travel 509 Research & Development
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## 614 614 19 Yes Travel_Rarely 419 Sales
## 615 615 30 No Travel_Rarely 231 Sales
## 616 616 34 No Travel_Rarely 1157 Research & Development
## 617 617 33 No Travel_Rarely 1099 Research & Development
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## 622 622 47 No Travel_Frequently 1379 Research & Development
## 623 623 34 No Travel_Rarely 182 Research & Development
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## 629 629 55 No Travel_Frequently 1091 Research & Development
## 630 630 34 No Travel_Rarely 1442 Research & Development
## 631 631 55 No Travel_Rarely 836 Research & Development
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## 639 639 24 No Travel_Rarely 691 Research & Development
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## 645 645 41 Yes Non-Travel 906 Research & Development
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## 647 647 18 Yes Non-Travel 247 Research & Development
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## 651 651 35 No Travel_Rarely 992 Research & Development
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## 656 656 26 No Travel_Frequently 496 Research & Development
## 657 657 51 No Travel_Rarely 1469 Research & Development
## 658 658 54 No Travel_Frequently 1050 Research & Development
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## 669 669 32 Yes Travel_Rarely 1089 Research & Development
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## 671 671 37 No Travel_Rarely 397 Research & Development
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## 677 677 36 No Travel_Rarely 676 Research & Development
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## 679 679 36 No Travel_Frequently 688 Research & Development
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## 681 681 25 No Travel_Rarely 583 Sales
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## 683 683 36 No Travel_Rarely 1351 Research & Development
## 684 684 57 No Travel_Rarely 334 Research & Development
## 685 685 28 No Travel_Rarely 440 Research & Development
## 686 686 31 No Travel_Rarely 1274 Research & Development
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## 688 688 33 No Travel_Rarely 147 Research & Development
## 689 689 19 Yes Travel_Rarely 303 Research & Development
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## 696 696 47 No Travel_Rarely 1454 Sales
## 697 697 48 No Travel_Frequently 365 Research & Development
## 698 698 36 No Travel_Rarely 1396 Research & Development
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## 722 722 37 No Travel_Rarely 671 Research & Development
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## 724 724 36 No Travel_Rarely 796 Research & Development
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## 742 742 31 No Travel_Rarely 688 Sales
## 743 743 37 No Travel_Rarely 674 Research & Development
## 744 744 23 No Travel_Rarely 160 Research & Development
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## 752 752 31 Yes Travel_Frequently 1060 Sales
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## 755 755 54 No Travel_Rarely 1217 Research & Development
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## 757 757 35 No Travel_Rarely 1137 Research & Development
## 758 758 49 No Travel_Rarely 1495 Research & Development
## 759 759 38 No Travel_Rarely 1495 Research & Development
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## 775 775 42 No Travel_Frequently 288 Research & Development
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## 787 787 51 No Travel_Rarely 942 Research & Development
## 788 788 52 Yes Travel_Rarely 723 Research & Development
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## 790 790 25 No Travel_Rarely 266 Research & Development
## 791 791 49 No Travel_Rarely 271 Research & Development
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## 808 808 22 No Travel_Rarely 1256 Research & Development
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## 818 818 33 No Travel_Rarely 213 Research & Development
## 819 819 30 No Travel_Rarely 1427 Research & Development
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## 840 840 48 No Travel_Rarely 1224 Research & Development
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## 847 847 19 No Travel_Rarely 1181 Research & Development
## 848 848 39 No Travel_Rarely 1132 Research & Development
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## 852 852 30 No Travel_Rarely 125 Research & Development
## 853 853 29 No Travel_Rarely 153 Research & Development
## 854 854 28 No Travel_Rarely 1476 Research & Development
## 855 855 35 No Travel_Rarely 219 Research & Development
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## 857 857 30 Yes Travel_Rarely 1005 Research & Development
## 858 858 31 No Travel_Frequently 798 Research & Development
## 859 859 41 No Travel_Rarely 933 Research & Development
## 860 860 44 Yes Travel_Rarely 621 Research & Development
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## 868 868 47 No Travel_Rarely 571 Sales
## 869 869 45 No Travel_Rarely 1457 Research & Development
## 870 870 35 No Travel_Frequently 138 Research & Development
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## 857 4 Female 88 3 1
## 858 3 Female 48 2 3
## 859 3 Male 94 3 1
## 860 1 Female 73 3 3
## 861 2 Female 40 2 1
## 862 4 Female 56 2 3
## 863 1 Male 67 4 2
## 864 4 Female 49 3 4
## 865 2 Male 55 3 3
## 866 4 Male 54 3 3
## 867 3 Male 100 3 2
## 868 3 Female 78 3 2
## 869 1 Female 83 3 1
## 870 2 Female 37 3 2
## JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1 Sales Executive 4 Divorced 4403
## 2 Research Director 3 Single 19626
## 3 Manufacturing Director 4 Single 9362
## 4 Sales Executive 4 Married 10422
## 5 Research Scientist 4 Single 3760
## 6 Manufacturing Director 1 Divorced 8793
## 7 Research Scientist 3 Married 2127
## 8 Sales Executive 4 Divorced 6694
## 9 Sales Representative 3 Married 2220
## 10 Healthcare Representative 3 Married 5063
## 11 Manager 3 Married 19392
## 12 Human Resources 4 Divorced 2706
## 13 Manufacturing Director 3 Single 10221
## 14 Sales Representative 2 Married 2476
## 15 Human Resources 1 Single 3423
## 16 Sales Executive 3 Married 6932
## 17 Manufacturing Director 1 Married 6725
## 18 Manufacturing Director 3 Married 5258
## 19 Research Scientist 4 Married 2932
## 20 Healthcare Representative 1 Married 5033
## 21 Manufacturing Director 2 Divorced 8847
## 22 Sales Executive 2 Married 8120
## 23 Laboratory Technician 3 Divorced 5679
## 24 Sales Executive 1 Single 5332
## 25 Healthcare Representative 4 Single 6949
## 26 Manager 2 Married 18213
## 27 Sales Executive 2 Married 9924
## 28 Sales Executive 1 Single 8224
## 29 Sales Executive 1 Single 10448
## 30 Research Scientist 4 Married 4258
## 31 Sales Executive 4 Divorced 4668
## 32 Laboratory Technician 2 Married 2028
## 33 Manager 2 Married 16872
## 34 Laboratory Technician 3 Married 2258
## 35 Manufacturing Director 4 Single 9679
## 36 Laboratory Technician 2 Married 2794
## 37 Sales Executive 1 Married 10306
## 38 Sales Executive 1 Divorced 6134
## 39 Manager 2 Single 19717
## 40 Sales Representative 4 Married 2791
## 41 Manager 2 Divorced 16291
## 42 Sales Representative 3 Single 6632
## 43 Laboratory Technician 1 Divorced 2587
## 44 Manager 4 Single 19613
## 45 Research Scientist 3 Married 1223
## 46 Laboratory Technician 4 Single 3673
## 47 Sales Executive 2 Single 6735
## 48 Sales Executive 3 Divorced 8740
## 49 Sales Representative 2 Single 1878
## 50 Research Scientist 2 Divorced 2024
## 51 Research Scientist 1 Single 2619
## 52 Research Director 1 Married 19701
## 53 Research Scientist 4 Married 2011
## 54 Laboratory Technician 2 Married 4447
## 55 Manufacturing Director 4 Single 4424
## 56 Laboratory Technician 1 Divorced 2289
## 57 Research Scientist 3 Divorced 2759
## 58 Laboratory Technician 1 Single 4723
## 59 Research Director 4 Divorced 13603
## 60 Sales Representative 4 Single 1118
## 61 Sales Executive 4 Married 10325
## 62 Healthcare Representative 3 Married 7094
## 63 Sales Representative 3 Married 3067
## 64 Research Scientist 3 Single 1514
## 65 Laboratory Technician 2 Married 2210
## 66 Research Scientist 2 Divorced 3298
## 67 Research Scientist 4 Single 6646
## 68 Laboratory Technician 4 Single 2647
## 69 Research Scientist 1 Married 2194
## 70 Research Scientist 4 Single 2115
## 71 Research Scientist 4 Married 2782
## 72 Sales Executive 1 Single 8463
## 73 Manufacturing Director 3 Married 5916
## 74 Laboratory Technician 4 Married 4766
## 75 Sales Executive 2 Single 8446
## 76 Laboratory Technician 4 Single 4011
## 77 Sales Executive 3 Married 7083
## 78 Manager 1 Single 17567
## 79 Sales Executive 4 Single 8865
## 80 Laboratory Technician 4 Divorced 1129
## 81 Healthcare Representative 2 Married 4777
## 82 Manufacturing Director 3 Married 6883
## 83 Manufacturing Director 3 Married 5321
## 84 Research Scientist 1 Divorced 5974
## 85 Manufacturing Director 2 Single 5410
## 86 Manufacturing Director 4 Single 13726
## 87 Sales Executive 1 Single 4960
## 88 Laboratory Technician 2 Divorced 3743
## 89 Sales Executive 3 Single 8726
## 90 Manager 1 Single 18947
## 91 Laboratory Technician 4 Married 1702
## 92 Sales Executive 1 Married 7336
## 93 Laboratory Technician 3 Single 2090
## 94 Healthcare Representative 3 Single 6142
## 95 Manager 2 Single 19926
## 96 Sales Executive 3 Married 4907
## 97 Manager 2 Married 16606
## 98 Healthcare Representative 4 Divorced 5163
## 99 Laboratory Technician 2 Married 3180
## 100 Laboratory Technician 2 Married 3294
## 101 Laboratory Technician 1 Married 2099
## 102 Sales Executive 4 Divorced 10793
## 103 Sales Executive 3 Married 6538
## 104 Research Scientist 1 Married 2819
## 105 Research Director 2 Single 16598
## 106 Laboratory Technician 4 Married 4420
## 107 Manufacturing Director 3 Married 4319
## 108 Manager 2 Married 19636
## 109 Healthcare Representative 2 Married 8926
## 110 Research Scientist 1 Single 2439
## 111 Research Scientist 3 Divorced 2703
## 112 Manager 4 Married 17099
## 113 Healthcare Representative 2 Single 10445
## 114 Healthcare Representative 1 Divorced 5093
## 115 Sales Executive 1 Married 8966
## 116 Sales Executive 2 Single 7642
## 117 Sales Executive 4 Single 4950
## 118 Laboratory Technician 2 Married 4025
## 119 Research Scientist 3 Divorced 2451
## 120 Healthcare Representative 4 Single 6687
## 121 Research Director 1 Married 11713
## 122 Sales Representative 1 Single 2380
## 123 Sales Executive 1 Divorced 10761
## 124 Sales Executive 4 Single 4028
## 125 Sales Executive 4 Single 4554
## 126 Sales Executive 4 Married 5204
## 127 Research Scientist 1 Single 3919
## 128 Manufacturing Director 4 Married 5906
## 129 Research Scientist 3 Single 4081
## 130 Sales Executive 1 Divorced 13225
## 131 Sales Executive 2 Divorced 4187
## 132 Sales Executive 4 Single 4507
## 133 Healthcare Representative 4 Married 4523
## 134 Manufacturing Director 2 Married 5295
## 135 Laboratory Technician 3 Divorced 5257
## 136 Healthcare Representative 2 Married 4244
## 137 Laboratory Technician 1 Married 2319
## 138 Manufacturing Director 3 Married 10739
## 139 Laboratory Technician 1 Married 2404
## 140 Sales Executive 4 Single 7428
## 141 Manufacturing Director 2 Married 13402
## 142 Research Scientist 3 Divorced 2372
## 143 Manufacturing Director 3 Divorced 10845
## 144 Sales Executive 4 Married 6502
## 145 Healthcare Representative 3 Divorced 6377
## 146 Sales Executive 3 Married 4649
## 147 Research Scientist 2 Married 2756
## 148 Sales Executive 1 Married 6392
## 149 Laboratory Technician 2 Single 3597
## 150 Manufacturing Director 1 Divorced 4877
## 151 Sales Executive 1 Divorced 4233
## 152 Sales Executive 4 Single 5396
## 153 Sales Executive 3 Married 5484
## 154 Healthcare Representative 2 Single 6870
## 155 Laboratory Technician 2 Divorced 2008
## 156 Sales Executive 3 Married 4736
## 157 Sales Executive 2 Married 5677
## 158 Healthcare Representative 4 Divorced 12169
## 159 Manufacturing Director 1 Married 10820
## 160 Research Director 1 Married 13191
## 161 Laboratory Technician 4 Married 5126
## 162 Healthcare Representative 1 Single 8722
## 163 Sales Executive 3 Divorced 7104
## 164 Research Scientist 1 Single 6545
## 165 Sales Executive 2 Married 8020
## 166 Sales Representative 3 Single 2044
## 167 Research Director 2 Married 16413
## 168 Research Director 3 Divorced 16184
## 169 Research Scientist 1 Divorced 5577
## 170 Research Scientist 4 Divorced 2514
## 171 Sales Executive 4 Divorced 5304
## 172 Research Scientist 2 Married 5467
## 173 Healthcare Representative 3 Married 10527
## 174 Sales Executive 3 Divorced 8380
## 175 Manager 3 Divorced 14852
## 176 Research Scientist 2 Single 2070
## 177 Manager 1 Married 19859
## 178 Research Scientist 1 Married 2042
## 179 Sales Executive 4 Single 8998
## 180 Sales Executive 4 Single 8686
## 181 Manufacturing Director 2 Divorced 10274
## 182 Sales Executive 1 Divorced 6893
## 183 Research Scientist 3 Single 4739
## 184 Manufacturing Director 2 Single 8376
## 185 Laboratory Technician 3 Married 3755
## 186 Research Scientist 4 Married 2070
## 187 Manufacturing Director 3 Divorced 5206
## 188 Manager 2 Divorced 15972
## 189 Research Director 2 Divorced 19144
## 190 Sales Executive 3 Married 4221
## 191 Research Scientist 4 Married 5775
## 192 Sales Executive 1 Married 9637
## 193 Manufacturing Director 3 Divorced 4810
## 194 Sales Executive 4 Married 4051
## 195 Research Scientist 4 Single 3904
## 196 Research Scientist 4 Married 2723
## 197 Laboratory Technician 4 Married 2075
## 198 Sales Executive 2 Married 13120
## 199 Healthcare Representative 4 Married 10248
## 200 Laboratory Technician 2 Married 2127
## 201 Sales Executive 2 Single 13194
## 202 Research Scientist 2 Married 6220
## 203 Manufacturing Director 3 Married 6162
## 204 Research Scientist 2 Single 2216
## 205 Sales Representative 2 Married 3931
## 206 Research Scientist 1 Married 2559
## 207 Sales Executive 3 Single 5346
## 208 Healthcare Representative 1 Married 6673
## 209 Research Scientist 1 Divorced 3204
## 210 Sales Executive 3 Divorced 8189
## 211 Manufacturing Director 2 Married 13570
## 212 Manager 3 Married 18303
## 213 Research Scientist 4 Single 4680
## 214 Manufacturing Director 4 Married 6062
## 215 Research Scientist 4 Single 2045
## 216 Research Scientist 3 Divorced 2345
## 217 Healthcare Representative 3 Married 9824
## 218 Manager 4 Divorced 17174
## 219 Research Scientist 3 Single 2632
## 220 Research Scientist 4 Single 2875
## 221 Sales Executive 4 Single 6274
## 222 Sales Executive 1 Married 4286
## 223 Sales Executive 4 Divorced 5368
## 224 Research Scientist 3 Divorced 1563
## 225 Research Scientist 4 Divorced 4771
## 226 Laboratory Technician 2 Married 3748
## 227 Laboratory Technician 4 Divorced 1951
## 228 Research Scientist 2 Divorced 2328
## 229 Sales Executive 3 Married 4999
## 230 Healthcare Representative 3 Married 13966
## 231 Manufacturing Director 4 Divorced 5770
## 232 Sales Representative 4 Married 2014
## 233 Sales Executive 3 Married 12936
## 234 Sales Executive 1 Married 5940
## 235 Manager 4 Married 16959
## 236 Sales Executive 3 Married 10609
## 237 Manager 3 Married 18880
## 238 Research Scientist 4 Married 6322
## 239 Human Resources 2 Married 2187
## 240 Research Director 1 Divorced 13269
## 241 Manufacturing Director 1 Married 7406
## 242 Manager 2 Single 18061
## 243 Research Scientist 2 Married 2703
## 244 Sales Representative 1 Married 4400
## 245 Manufacturing Director 4 Married 5056
## 246 Laboratory Technician 4 Divorced 2532
## 247 Manufacturing Director 4 Single 7143
## 248 Sales Representative 2 Married 2269
## 249 Research Scientist 4 Divorced 5467
## 250 Manager 1 Married 16595
## 251 Laboratory Technician 3 Divorced 2008
## 252 Sales Executive 4 Divorced 5079
## 253 Research Scientist 3 Single 2274
## 254 Human Resources 1 Married 2956
## 255 Research Director 2 Divorced 13757
## 256 Research Scientist 3 Single 2438
## 257 Sales Representative 2 Divorced 2789
## 258 Sales Executive 1 Divorced 4779
## 259 Sales Executive 4 Married 9713
## 260 Laboratory Technician 3 Divorced 3977
## 261 Sales Representative 4 Single 2785
## 262 Research Scientist 1 Single 2362
## 263 Laboratory Technician 4 Married 2436
## 264 Sales Representative 4 Married 2157
## 265 Laboratory Technician 3 Married 2774
## 266 Laboratory Technician 2 Married 2426
## 267 Research Director 1 Divorced 17007
## 268 Laboratory Technician 2 Single 1393
## 269 Healthcare Representative 3 Divorced 5968
## 270 Manufacturing Director 1 Married 9957
## 271 Sales Executive 3 Married 5154
## 272 Research Scientist 2 Divorced 5433
## 273 Sales Representative 3 Married 3540
## 274 Sales Executive 1 Married 5647
## 275 Research Director 2 Single 18722
## 276 Manager 1 Divorced 19943
## 277 Research Scientist 2 Married 2244
## 278 Laboratory Technician 4 Single 2455
## 279 Sales Executive 3 Single 5744
## 280 Healthcare Representative 3 Married 4035
## 281 Sales Executive 4 Married 7847
## 282 Laboratory Technician 1 Single 4721
## 283 Healthcare Representative 4 Divorced 6513
## 284 Sales Executive 4 Divorced 7547
## 285 Human Resources 3 Married 2844
## 286 Laboratory Technician 3 Married 5207
## 287 Research Scientist 2 Single 2472
## 288 Laboratory Technician 4 Divorced 2661
## 289 Sales Executive 4 Married 9738
## 290 Sales Representative 4 Married 2572
## 291 Laboratory Technician 4 Divorced 2270
## 292 Laboratory Technician 2 Married 5674
## 293 Research Scientist 2 Single 2279
## 294 Research Director 2 Married 11957
## 295 Manager 4 Single 16437
## 296 Laboratory Technician 3 Married 2660
## 297 Manufacturing Director 3 Married 9547
## 298 Laboratory Technician 3 Single 6074
## 299 Research Scientist 1 Single 2321
## 300 Research Scientist 4 Married 3464
## 301 Sales Executive 2 Married 6524
## 302 Sales Executive 1 Married 9069
## 303 Research Scientist 2 Divorced 3537
## 304 Research Scientist 3 Single 5098
## 305 Research Scientist 3 Single 2479
## 306 Laboratory Technician 4 Married 3162
## 307 Laboratory Technician 4 Married 2380
## 308 Research Scientist 4 Married 2979
## 309 Healthcare Representative 2 Married 6385
## 310 Sales Executive 2 Married 4851
## 311 Research Scientist 4 Married 5484
## 312 Manufacturing Director 3 Single 13237
## 313 Research Scientist 3 Single 4084
## 314 Manufacturing Director 3 Married 6132
## 315 Sales Executive 1 Single 5405
## 316 Sales Executive 4 Single 4163
## 317 Sales Representative 3 Married 2231
## 318 Healthcare Representative 3 Single 4617
## 319 Sales Executive 4 Married 6120
## 320 Research Scientist 4 Single 2994
## 321 Laboratory Technician 2 Married 2332
## 322 Research Scientist 4 Married 2691
## 323 Research Scientist 4 Divorced 3761
## 324 Research Scientist 1 Divorced 4615
## 325 Manufacturing Director 4 Married 12742
## 326 Research Scientist 3 Single 2318
## 327 Research Director 4 Divorced 19049
## 328 Research Scientist 1 Divorced 5410
## 329 Research Scientist 2 Divorced 2133
## 330 Manager 1 Married 16799
## 331 Manager 3 Single 15379
## 332 Sales Executive 4 Married 10400
## 333 Research Scientist 2 Divorced 2342
## 334 Manufacturing Director 1 Married 7412
## 335 Manager 4 Married 18844
## 336 Research Scientist 3 Single 4508
## 337 Sales Executive 4 Divorced 4968
## 338 Healthcare Representative 4 Single 7756
## 339 Sales Executive 3 Single 4728
## 340 Laboratory Technician 1 Divorced 2341
## 341 Research Scientist 1 Married 3419
## 342 Laboratory Technician 4 Married 3867
## 343 Healthcare Representative 4 Divorced 7119
## 344 Research Scientist 3 Divorced 2083
## 345 Sales Executive 1 Divorced 4115
## 346 Sales Executive 1 Single 13341
## 347 Manufacturing Director 3 Single 4033
## 348 Manufacturing Director 2 Divorced 6397
## 349 Research Scientist 3 Single 2290
## 350 Healthcare Representative 4 Married 11103
## 351 Research Director 1 Married 13348
## 352 Sales Executive 4 Married 6929
## 353 Research Scientist 4 Married 4422
## 354 Healthcare Representative 4 Divorced 4069
## 355 Sales Executive 3 Divorced 10447
## 356 Sales Executive 1 Single 4759
## 357 Research Scientist 2 Married 2368
## 358 Research Scientist 2 Married 2546
## 359 Manufacturing Director 4 Married 6162
## 360 Laboratory Technician 4 Married 3210
## 361 Manager 3 Married 19999
## 362 Sales Representative 1 Single 1091
## 363 Manager 4 Married 19845
## 364 Research Director 3 Divorced 19436
## 365 Manager 3 Married 19187
## 366 Sales Executive 1 Married 13212
## 367 Laboratory Technician 2 Divorced 4444
## 368 Sales Executive 1 Married 5473
## 369 Research Scientist 3 Married 2073
## 370 Research Scientist 4 Single 5055
## 371 Manufacturing Director 1 Married 4148
## 372 Sales Executive 1 Married 8412
## 373 Laboratory Technician 1 Divorced 5210
## 374 Research Scientist 2 Married 3936
## 375 Sales Representative 1 Single 2728
## 376 Research Director 4 Single 14411
## 377 Laboratory Technician 1 Single 2743
## 378 Sales Executive 4 Divorced 5087
## 379 Research Scientist 4 Married 2168
## 380 Research Scientist 3 Married 2132
## 381 Research Director 3 Married 18300
## 382 Human Resources 3 Married 2942
## 383 Sales Executive 1 Divorced 5486
## 384 Sales Representative 1 Divorced 2322
## 385 Research Scientist 3 Married 2461
## 386 Research Director 1 Married 13582
## 387 Sales Executive 3 Single 8789
## 388 Manufacturing Director 4 Divorced 4262
## 389 Sales Representative 4 Single 4502
## 390 Sales Representative 2 Single 2174
## 391 Sales Executive 1 Married 6500
## 392 Sales Executive 4 Married 4157
## 393 Research Scientist 1 Divorced 3065
## 394 Sales Executive 1 Married 10266
## 395 Research Scientist 4 Single 2515
## 396 Research Scientist 4 Divorced 2695
## 397 Research Director 3 Married 17861
## 398 Human Resources 3 Married 2742
## 399 Healthcare Representative 3 Divorced 6306
## 400 Manufacturing Director 3 Single 10209
## 401 Manufacturing Director 4 Single 6091
## 402 Manufacturing Director 3 Divorced 5265
## 403 Laboratory Technician 3 Single 2105
## 404 Healthcare Representative 1 Married 8008
## 405 Research Scientist 1 Single 2559
## 406 Research Director 4 Divorced 16627
## 407 Sales Executive 4 Married 5468
## 408 Laboratory Technician 3 Divorced 2741
## 409 Manager 4 Married 15427
## 410 Research Director 1 Married 17159
## 411 Human Resources 1 Married 2342
## 412 Sales Executive 3 Single 9241
## 413 Research Scientist 2 Married 3022
## 414 Sales Executive 4 Single 4648
## 415 Sales Representative 3 Divorced 2351
## 416 Manufacturing Director 4 Divorced 5762
## 417 Laboratory Technician 4 Single 2564
## 418 Laboratory Technician 4 Married 3688
## 419 Manufacturing Director 4 Married 6474
## 420 Research Director 3 Married 11935
## 421 Manufacturing Director 2 Married 4325
## 422 Research Scientist 3 Married 4449
## 423 Sales Executive 3 Married 6172
## 424 Laboratory Technician 4 Single 1611
## 425 Sales Executive 1 Married 4724
## 426 Sales Executive 4 Divorced 10798
## 427 Research Scientist 3 Divorced 1274
## 428 Research Scientist 3 Single 3230
## 429 Laboratory Technician 3 Single 3730
## 430 Manufacturing Director 1 Married 5957
## 431 Sales Executive 3 Single 4478
## 432 Research Scientist 3 Divorced 3544
## 433 Laboratory Technician 1 Single 4284
## 434 Research Scientist 1 Divorced 2109
## 435 Sales Executive 2 Divorced 9705
## 436 Sales Executive 2 Married 6214
## 437 Research Scientist 3 Single 4382
## 438 Laboratory Technician 1 Single 2867
## 439 Sales Representative 3 Married 2683
## 440 Healthcare Representative 4 Single 7625
## 441 Research Scientist 3 Single 4998
## 442 Laboratory Technician 3 Married 2974
## 443 Laboratory Technician 3 Single 3485
## 444 Human Resources 4 Divorced 3195
## 445 Research Director 4 Divorced 19328
## 446 Research Scientist 4 Married 3420
## 447 Research Scientist 4 Married 4735
## 448 Healthcare Representative 1 Married 5538
## 449 Laboratory Technician 4 Single 2406
## 450 Sales Executive 1 Married 4385
## 451 Healthcare Representative 4 Married 4878
## 452 Research Scientist 2 Single 3420
## 453 Sales Executive 4 Single 5813
## 454 Sales Executive 3 Single 5487
## 455 Manager 1 Married 15402
## 456 Manager 2 Single 19833
## 457 Sales Executive 4 Married 5476
## 458 Sales Executive 4 Single 5441
## 459 Research Scientist 1 Married 2066
## 460 Laboratory Technician 4 Single 5810
## 461 Laboratory Technician 3 Married 2093
## 462 Laboratory Technician 2 Single 2013
## 463 Sales Executive 4 Single 9208
## 464 Manufacturing Director 4 Single 5238
## 465 Research Scientist 3 Married 2437
## 466 Research Scientist 4 Single 3944
## 467 Sales Representative 4 Single 2644
## 468 Laboratory Technician 4 Married 3038
## 469 Sales Executive 1 Single 4969
## 470 Manufacturing Director 1 Divorced 4450
## 471 Research Scientist 2 Married 2226
## 472 Research Scientist 4 Single 2439
## 473 Research Director 1 Married 13245
## 474 Research Scientist 4 Single 3452
## 475 Laboratory Technician 3 Divorced 2207
## 476 Sales Executive 4 Single 5772
## 477 Sales Executive 3 Divorced 6334
## 478 Sales Executive 3 Divorced 4306
## 479 Laboratory Technician 1 Married 2950
## 480 Research Director 4 Married 13744
## 481 Healthcare Representative 1 Married 5373
## 482 Research Scientist 4 Married 2356
## 483 Research Scientist 4 Married 5747
## 484 Research Scientist 1 Divorced 4257
## 485 Healthcare Representative 4 Married 10312
## 486 Sales Executive 4 Single 5993
## 487 Sales Representative 4 Single 1081
## 488 Research Scientist 3 Divorced 2911
## 489 Laboratory Technician 3 Single 5381
## 490 Healthcare Representative 3 Single 6142
## 491 Research Director 1 Single 18665
## 492 Research Director 1 Married 16880
## 493 Sales Executive 3 Single 5869
## 494 Healthcare Representative 2 Single 8606
## 495 Sales Executive 3 Married 5673
## 496 Manager 3 Married 16307
## 497 Research Scientist 4 Married 2654
## 498 Research Scientist 4 Married 2326
## 499 Healthcare Representative 3 Married 5237
## 500 Sales Executive 3 Married 5736
## 501 Manufacturing Director 1 Married 10008
## 502 Laboratory Technician 3 Single 2028
## 503 Sales Representative 3 Married 2655
## 504 Manufacturing Director 1 Divorced 9980
## 505 Research Director 3 Married 17169
## 506 Research Scientist 2 Married 5878
## 507 Sales Representative 3 Single 2851
## 508 Sales Executive 2 Married 10596
## 509 Sales Representative 4 Divorced 2793
## 510 Research Director 3 Married 19545
## 511 Sales Executive 4 Married 5343
## 512 Healthcare Representative 3 Married 10920
## 513 Research Scientist 3 Married 3433
## 514 Research Director 4 Single 13458
## 515 Sales Representative 4 Single 2610
## 516 Manufacturing Director 2 Divorced 5482
## 517 Sales Representative 2 Married 2413
## 518 Laboratory Technician 2 Divorced 2766
## 519 Laboratory Technician 4 Married 4627
## 520 Laboratory Technician 4 Single 2587
## 521 Research Scientist 4 Single 2553
## 522 Laboratory Technician 2 Married 2408
## 523 Research Scientist 1 Divorced 9724
## 524 Research Director 3 Divorced 19502
## 525 Research Scientist 4 Married 2177
## 526 Sales Executive 2 Married 7525
## 527 Sales Executive 1 Divorced 5006
## 528 Healthcare Representative 1 Married 6833
## 529 Research Scientist 3 Single 2859
## 530 Research Scientist 2 Married 4963
## 531 Healthcare Representative 3 Married 8823
## 532 Sales Executive 3 Single 6815
## 533 Research Scientist 3 Married 2700
## 534 Healthcare Representative 4 Divorced 6667
## 535 Laboratory Technician 1 Married 2119
## 536 Research Scientist 4 Divorced 2089
## 537 Sales Executive 2 Single 7351
## 538 Human Resources 3 Divorced 2696
## 539 Sales Representative 2 Single 3202
## 540 Sales Executive 1 Single 5155
## 541 Laboratory Technician 3 Divorced 3491
## 542 Research Scientist 1 Married 3143
## 543 Research Scientist 3 Divorced 2566
## 544 Manufacturing Director 3 Married 6553
## 545 Research Scientist 1 Single 4381
## 546 Research Scientist 4 Married 2929
## 547 Laboratory Technician 2 Married 7403
## 548 Laboratory Technician 3 Single 5094
## 549 Research Director 2 Married 12061
## 550 Human Resources 2 Single 2177
## 551 Manager 3 Married 19189
## 552 Human Resources 4 Divorced 4936
## 553 Human Resources 4 Single 3886
## 554 Research Scientist 3 Married 2259
## 555 Healthcare Representative 4 Married 4876
## 556 Sales Executive 3 Married 9602
## 557 Laboratory Technician 3 Single 3780
## 558 Research Scientist 4 Married 3622
## 559 Manufacturing Director 2 Married 4434
## 560 Sales Executive 3 Married 5296
## 561 Laboratory Technician 2 Single 2088
## 562 Research Director 3 Married 15787
## 563 Laboratory Technician 2 Married 2811
## 564 Research Director 3 Married 11031
## 565 Laboratory Technician 3 Married 3833
## 566 Research Scientist 4 Single 2436
## 567 Laboratory Technician 1 Single 2176
## 568 Sales Executive 1 Married 9714
## 569 Sales Executive 3 Single 6244
## 570 Manufacturing Director 3 Married 13973
## 571 Sales Executive 2 Married 4393
## 572 Research Scientist 4 Single 2693
## 573 Sales Executive 4 Married 6834
## 574 Sales Executive 3 Married 6799
## 575 Sales Executive 2 Married 6272
## 576 Manufacturing Director 3 Divorced 5993
## 577 Sales Representative 1 Single 2858
## 578 Laboratory Technician 3 Single 3162
## 579 Manufacturing Director 3 Single 5042
## 580 Healthcare Representative 4 Divorced 6623
## 581 Laboratory Technician 4 Married 3669
## 582 Research Director 4 Single 15992
## 583 Healthcare Representative 4 Married 5811
## 584 Sales Executive 2 Married 4779
## 585 Healthcare Representative 4 Married 6465
## 586 Laboratory Technician 4 Married 2741
## 587 Research Scientist 4 Divorced 5329
## 588 Sales Representative 1 Single 3407
## 589 Laboratory Technician 3 Single 3629
## 590 Laboratory Technician 1 Married 4014
## 591 Research Scientist 3 Married 2814
## 592 Sales Executive 2 Single 4599
## 593 Sales Representative 3 Married 2909
## 594 Laboratory Technician 1 Married 3211
## 595 Manufacturing Director 3 Married 10435
## 596 Sales Executive 1 Divorced 4037
## 597 Manufacturing Director 2 Married 10903
## 598 Laboratory Technician 3 Married 3448
## 599 Manufacturing Director 2 Married 6142
## 600 Research Scientist 4 Married 2293
## 601 Sales Representative 2 Married 2033
## 602 Research Scientist 1 Married 4087
## 603 Research Director 1 Married 11416
## 604 Laboratory Technician 4 Married 3131
## 605 Sales Representative 2 Single 2760
## 606 Research Director 3 Married 14814
## 607 Sales Executive 3 Single 5473
## 608 Sales Executive 1 Divorced 5605
## 609 Laboratory Technician 1 Single 3578
## 610 Sales Representative 4 Single 2342
## 611 Laboratory Technician 4 Married 5363
## 612 Healthcare Representative 3 Single 6811
## 613 Laboratory Technician 1 Married 2707
## 614 Sales Representative 2 Single 2121
## 615 Sales Executive 3 Divorced 7264
## 616 Laboratory Technician 4 Married 3986
## 617 Laboratory Technician 2 Married 3838
## 618 Sales Executive 1 Divorced 5454
## 619 Healthcare Representative 1 Married 9991
## 620 Laboratory Technician 3 Married 1281
## 621 Laboratory Technician 4 Single 2926
## 622 Manufacturing Director 3 Divorced 5067
## 623 Research Scientist 4 Single 3280
## 624 Human Resources 4 Single 8837
## 625 Laboratory Technician 1 Single 2561
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## 627 Sales Executive 3 Married 4162
## 628 Research Director 4 Divorced 11510
## 629 Manufacturing Director 2 Married 10976
## 630 Healthcare Representative 2 Single 8621
## 631 Research Scientist 4 Married 2662
## 632 Sales Executive 4 Single 9888
## 633 Sales Executive 4 Single 6861
## 634 Laboratory Technician 4 Divorced 2835
## 635 Healthcare Representative 1 Married 9985
## 636 Laboratory Technician 4 Married 2376
## 637 Manager 1 Married 17665
## 638 Sales Executive 3 Divorced 8628
## 639 Research Scientist 4 Married 2725
## 640 Sales Representative 1 Divorced 3041
## 641 Laboratory Technician 3 Divorced 2693
## 642 Healthcare Representative 1 Divorced 4448
## 643 Manager 1 Single 16756
## 644 Research Scientist 1 Married 2307
## 645 Research Scientist 1 Divorced 2107
## 646 Sales Executive 4 Married 10855
## 647 Laboratory Technician 3 Single 1904
## 648 Laboratory Technician 3 Married 2305
## 649 Sales Executive 1 Single 4312
## 650 Laboratory Technician 1 Single 2166
## 651 Laboratory Technician 1 Single 2450
## 652 Sales Executive 4 Divorced 5220
## 653 Research Director 3 Single 13499
## 654 Manager 3 Married 12504
## 655 Laboratory Technician 3 Single 3894
## 656 Healthcare Representative 1 Married 4741
## 657 Research Director 2 Married 12490
## 658 Manager 4 Divorced 16032
## 659 Manufacturing Director 2 Single 6032
## 660 Manufacturing Director 2 Single 6499
## 661 Laboratory Technician 4 Married 5309
## 662 Research Scientist 3 Divorced 2768
## 663 Sales Executive 4 Divorced 10368
## 664 Laboratory Technician 4 Divorced 3917
## 665 Sales Executive 3 Single 4568
## 666 Healthcare Representative 3 Single 6294
## 667 Sales Executive 4 Married 7918
## 668 Laboratory Technician 4 Divorced 3408
## 669 Laboratory Technician 3 Married 4883
## 670 Research Director 4 Married 17779
## 671 Research Director 3 Single 13664
## 672 Sales Executive 4 Divorced 5505
## 673 Sales Executive 1 Single 4898
## 674 Research Scientist 2 Divorced 2022
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## 676 Manager 2 Married 18789
## 677 Manufacturing Director 2 Married 5228
## 678 Laboratory Technician 3 Married 6323
## 679 Manufacturing Director 2 Divorced 5131
## 680 Sales Representative 3 Married 2329
## 681 Sales Executive 1 Married 4256
## 682 Laboratory Technician 4 Married 2258
## 683 Healthcare Representative 3 Married 5347
## 684 Healthcare Representative 4 Divorced 9439
## 685 Research Scientist 4 Married 2713
## 686 Manufacturing Director 2 Divorced 10648
## 687 Healthcare Representative 4 Single 7553
## 688 Research Scientist 2 Married 2622
## 689 Laboratory Technician 4 Single 1102
## 690 Human Resources 2 Divorced 2592
## 691 Human Resources 3 Married 6077
## 692 Manager 2 Married 11849
## 693 Healthcare Representative 4 Single 6781
## 694 Research Scientist 4 Single 2285
## 695 Sales Executive 4 Divorced 9525
## 696 Sales Representative 4 Single 3294
## 697 Manager 4 Married 15202
## 698 Laboratory Technician 2 Single 5914
## 699 Sales Representative 4 Single 1569
## 700 Research Director 2 Married 19081
## 701 Human Resources 2 Married 2804
## 702 Sales Executive 3 Married 5714
## 703 Sales Executive 4 Married 10377
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noAttritionDataframe
## ID Age BusinessTravel DailyRate Department
## 1 1171 35 Travel_Rarely 750 Research & Development
## 2 1172 33 Travel_Rarely 147 Human Resources
## 3 1173 26 Travel_Rarely 1330 Research & Development
## 4 1174 55 Travel_Rarely 1311 Research & Development
## 5 1175 29 Travel_Rarely 1246 Sales
## 6 1176 51 Travel_Frequently 1456 Research & Development
## 7 1177 52 Non-Travel 585 Sales
## 8 1178 39 Travel_Rarely 1387 Research & Development
## 9 1179 31 Travel_Rarely 1062 Research & Development
## 10 1180 31 Travel_Frequently 534 Research & Development
## 11 1181 40 Travel_Frequently 1469 Research & Development
## 12 1182 31 Travel_Rarely 1082 Research & Development
## 13 1183 33 Non-Travel 775 Research & Development
## 14 1184 50 Travel_Rarely 691 Research & Development
## 15 1185 33 Travel_Rarely 516 Research & Development
## 16 1186 42 Non-Travel 335 Research & Development
## 17 1187 33 Travel_Rarely 575 Research & Development
## 18 1188 29 Travel_Rarely 694 Research & Development
## 19 1189 55 Travel_Rarely 436 Sales
## 20 1190 49 Travel_Rarely 1184 Sales
## 21 1191 32 Travel_Rarely 267 Research & Development
## 22 1192 50 Travel_Rarely 1126 Research & Development
## 23 1193 54 Travel_Rarely 157 Research & Development
## 24 1194 24 Travel_Frequently 897 Human Resources
## 25 1195 45 Travel_Rarely 1038 Research & Development
## 26 1196 36 Non-Travel 635 Sales
## 27 1197 41 Non-Travel 552 Human Resources
## 28 1198 21 Travel_Rarely 1343 Sales
## 29 1199 36 Travel_Rarely 335 Sales
## 30 1200 30 Travel_Frequently 109 Research & Development
## 31 1201 35 Travel_Frequently 146 Research & Development
## 32 1202 46 Travel_Rarely 717 Research & Development
## 33 1203 39 Travel_Rarely 903 Sales
## 34 1204 35 Travel_Rarely 185 Research & Development
## 35 1205 21 Travel_Rarely 1334 Research & Development
## 36 1206 30 Travel_Rarely 1358 Sales
## 37 1207 42 Travel_Frequently 555 Sales
## 38 1208 45 Travel_Frequently 1297 Research & Development
## 39 1209 39 Travel_Frequently 672 Research & Development
## 40 1210 48 Travel_Rarely 715 Research & Development
## 41 1211 38 Travel_Rarely 364 Research & Development
## 42 1212 21 Travel_Rarely 546 Research & Development
## 43 1213 55 Travel_Rarely 836 Research & Development
## 44 1214 59 Travel_Rarely 1429 Research & Development
## 45 1215 58 Travel_Rarely 1145 Research & Development
## 46 1216 49 Travel_Frequently 1064 Research & Development
## 47 1217 52 Travel_Rarely 1490 Research & Development
## 48 1218 37 Travel_Rarely 589 Sales
## 49 1219 37 Non-Travel 1413 Research & Development
## 50 1220 26 Travel_Frequently 921 Research & Development
## 51 1221 52 Travel_Rarely 621 Sales
## 52 1222 33 Travel_Frequently 1392 Research & Development
## 53 1223 32 Non-Travel 300 Research & Development
## 54 1224 51 Travel_Rarely 1178 Sales
## 55 1225 39 Travel_Rarely 1329 Sales
## 56 1226 39 Travel_Frequently 1218 Research & Development
## 57 1227 33 Travel_Rarely 527 Research & Development
## 58 1228 30 Non-Travel 1400 Research & Development
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## 148 2 Female 50 1 1
## 149 4 Female 66 3 1
## 150 3 Male 60 2 5
## 151 3 Female 63 2 1
## 152 4 Male 86 3 2
## 153 3 Male 78 2 4
## 154 1 Female 64 3 3
## 155 4 Female 86 2 1
## 156 4 Male 98 2 1
## 157 1 Female 92 2 1
## 158 4 Male 57 2 3
## 159 3 Male 96 3 1
## 160 3 Male 79 2 3
## 161 2 Female 92 3 2
## 162 3 Male 96 1 2
## 163 2 Male 83 3 1
## 164 2 Female 39 3 1
## 165 3 Female 95 4 2
## 166 4 Male 54 3 1
## 167 4 Male 83 3 5
## 168 3 Male 73 3 2
## 169 4 Male 74 4 1
## 170 1 Female 80 3 2
## 171 1 Male 65 4 1
## 172 1 Male 89 3 1
## 173 4 Female 55 2 2
## 174 3 Female 75 3 1
## 175 4 Male 82 3 1
## 176 3 Male 61 2 2
## 177 3 Female 36 3 1
## 178 3 Male 63 2 1
## 179 4 Male 35 3 5
## 180 4 Female 53 4 4
## 181 1 Female 71 1 1
## 182 4 Female 72 4 1
## 183 3 Male 86 2 1
## 184 3 Male 57 2 2
## 185 1 Male 59 2 4
## 186 4 Female 34 3 2
## 187 4 Female 48 2 4
## 188 1 Male 87 2 1
## 189 4 Female 53 3 3
## 190 1 Male 32 3 2
## 191 3 Female 63 2 2
## 192 3 Male 76 2 2
## 193 2 Male 48 4 2
## 194 3 Male 44 3 1
## 195 2 Male 40 3 1
## 196 2 Male 30 2 1
## 197 2 Female 43 3 3
## 198 3 Male 90 1 2
## 199 3 Male 84 3 4
## 200 1 Female 67 3 2
## 201 1 Male 64 3 5
## 202 3 Male 82 3 1
## 203 3 Female 96 3 1
## 204 3 Female 77 1 3
## 205 1 Female 60 2 4
## 206 3 Female 95 3 1
## 207 2 Male 92 3 2
## 208 4 Female 62 3 2
## 209 2 Female 90 3 2
## 210 4 Female 68 3 5
## 211 3 Male 73 3 1
## 212 4 Male 75 3 2
## 213 1 Female 75 4 2
## 214 3 Female 91 4 2
## 215 2 Female 95 3 1
## 216 2 Male 55 3 1
## 217 3 Male 91 4 1
## 218 4 Male 98 3 2
## 219 3 Male 83 3 1
## 220 1 Male 78 3 2
## 221 4 Female 30 2 2
## 222 4 Male 83 3 1
## 223 3 Male 58 3 5
## 224 1 Male 51 3 5
## 225 4 Male 33 2 2
## 226 4 Male 72 3 3
## 227 3 Male 87 3 2
## 228 3 Male 80 3 2
## 229 2 Male 57 1 2
## 230 4 Female 95 3 1
## 231 1 Female 69 3 1
## 232 3 Male 98 3 2
## 233 3 Male 92 4 5
## 234 4 Male 46 1 1
## 235 1 Male 63 3 2
## 236 4 Female 40 4 1
## 237 3 Male 78 3 1
## 238 3 Female 39 1 2
## 239 4 Male 81 3 5
## 240 1 Female 83 3 4
## 241 4 Male 63 3 1
## 242 2 Male 65 3 1
## 243 2 Male 62 3 5
## 244 1 Female 99 3 2
## 245 2 Female 54 3 2
## 246 3 Female 84 4 2
## 247 2 Male 94 3 1
## 248 3 Female 71 3 1
## 249 3 Female 100 4 3
## 250 3 Male 66 3 1
## 251 1 Male 55 2 1
## 252 2 Female 55 1 5
## 253 2 Male 73 2 5
## 254 4 Male 50 3 1
## 255 1 Male 52 3 4
## 256 4 Male 100 2 3
## 257 1 Male 77 4 2
## 258 3 Female 72 3 2
## 259 4 Male 48 2 2
## 260 1 Male 98 3 4
## 261 2 Male 81 4 4
## 262 4 Female 57 3 3
## 263 4 Male 38 3 4
## 264 2 Male 94 3 2
## 265 1 Female 96 4 2
## 266 4 Male 97 3 1
## 267 2 Male 48 4 3
## 268 1 Male 66 4 2
## 269 1 Female 54 2 1
## 270 3 Female 57 3 3
## 271 2 Female 77 1 2
## 272 3 Male 63 4 1
## 273 2 Male 74 3 2
## 274 3 Female 90 4 1
## 275 1 Male 52 2 1
## 276 4 Male 59 3 1
## 277 3 Male 52 2 2
## 278 1 Male 30 3 3
## 279 4 Male 80 1 3
## 280 2 Female 59 3 1
## 281 3 Male 32 2 1
## 282 2 Male 76 1 1
## 283 3 Female 41 2 3
## 284 1 Female 63 3 1
## 285 1 Female 51 3 2
## 286 4 Male 93 2 1
## 287 2 Female 57 1 1
## 288 3 Female 85 3 1
## 289 4 Male 43 3 1
## 290 1 Male 69 3 1
## 291 4 Male 50 3 2
## 292 4 Female 82 3 1
## 293 2 Male 48 2 1
## 294 4 Male 63 2 2
## 295 1 Female 89 3 1
## 296 3 Male 79 3 1
## 297 2 Male 87 3 2
## 298 1 Male 48 1 1
## 299 3 Male 70 4 5
## 300 3 Female 35 3 2
## JobRole JobSatisfaction MaritalStatus MonthlyIncome
## 1 Laboratory Technician 3 Married 3407
## 2 Human Resources 3 Married 3600
## 3 Laboratory Technician 3 Divorced 2377
## 4 Manager 4 Single 16659
## 5 Sales Executive 3 Divorced 8620
## 6 Healthcare Representative 1 Single 7484
## 7 Sales Representative 4 Divorced 3482
## 8 Manufacturing Director 1 Married 5377
## 9 Healthcare Representative 1 Single 6812
## 10 Healthcare Representative 3 Married 9824
## 11 Research Scientist 2 Divorced 3617
## 12 Research Scientist 2 Single 2501
## 13 Research Scientist 2 Divorced 3055
## 14 Research Director 3 Married 17639
## 15 Healthcare Representative 3 Single 6388
## 16 Research Scientist 3 Single 4332
## 17 Manufacturing Director 2 Single 4320
## 18 Research Director 4 Divorced 16124
## 19 Sales Executive 4 Single 5160
## 20 Sales Executive 4 Married 7654
## 21 Laboratory Technician 2 Single 2837
## 22 Research Director 4 Divorced 17399
## 23 Manufacturing Director 1 Single 4440
## 24 Human Resources 4 Married 2145
## 25 Healthcare Representative 1 Divorced 10851
## 26 Sales Executive 4 Single 9980
## 27 Human Resources 2 Married 6430
## 28 Sales Representative 3 Single 3447
## 29 Sales Executive 2 Married 5507
## 30 Laboratory Technician 2 Single 2422
## 31 Research Scientist 4 Single 4930
## 32 Healthcare Representative 2 Single 5562
## 33 Sales Executive 3 Single 7880
## 34 Laboratory Technician 3 Married 2705
## 35 Laboratory Technician 1 Single 1416
## 36 Sales Executive 3 Married 5301
## 37 Sales Executive 2 Married 13525
## 38 Healthcare Representative 3 Single 5399
## 39 Manager 4 Married 19272
## 40 Research Director 4 Single 18265
## 41 Research Scientist 3 Single 4317
## 42 Research Scientist 4 Single 3117
## 43 Manager 3 Divorced 14756
## 44 Manufacturing Director 4 Single 10512
## 45 Research Scientist 2 Married 3346
## 46 Research Director 4 Married 19161
## 47 Manager 4 Married 16555
## 48 Sales Executive 2 Married 4189
## 49 Laboratory Technician 3 Single 3500
## 50 Research Scientist 3 Divorced 2007
## 51 Manager 1 Married 16856
## 52 Research Scientist 3 Married 2909
## 53 Laboratory Technician 4 Divorced 2314
## 54 Sales Executive 4 Married 4936
## 55 Sales Executive 3 Married 5902
## 56 Manager 3 Divorced 19197
## 57 Research Scientist 4 Single 2686
## 58 Laboratory Technician 4 Married 2097
## 59 Sales Executive 1 Divorced 7140
## 60 Laboratory Technician 4 Married 2818
## 61 Manager 3 Married 18041
## 62 Laboratory Technician 3 Married 3477
## 63 Research Scientist 1 Single 2600
## 64 Sales Executive 1 Single 13758
## 65 Manager 4 Single 11244
## 66 Sales Executive 1 Single 5324
## 67 Research Director 4 Single 14275
## 68 Sales Executive 4 Married 9998
## 69 Sales Representative 4 Married 2400
## 70 Research Scientist 2 Married 2372
## 71 Healthcare Representative 2 Single 6540
## 72 Research Scientist 4 Single 4541
## 73 Manufacturing Director 1 Divorced 5485
## 74 Research Scientist 1 Married 4284
## 75 Healthcare Representative 4 Married 5562
## 76 Research Scientist 1 Single 2080
## 77 Healthcare Representative 3 Married 6755
## 78 Research Scientist 1 Single 4968
## 79 Research Scientist 2 Married 3692
## 80 Human Resources 2 Married 2143
## 81 Laboratory Technician 3 Married 5429
## 82 Sales Executive 4 Divorced 9725
## 83 Research Scientist 1 Divorced 3072
## 84 Human Resources 2 Married 4490
## 85 Laboratory Technician 4 Married 5415
## 86 Manufacturing Director 3 Married 13247
## 87 Research Director 2 Single 11994
## 88 Manager 3 Single 19068
## 89 Healthcare Representative 3 Single 10965
## 90 Sales Executive 1 Single 5326
## 91 Healthcare Representative 4 Married 7879
## 92 Laboratory Technician 4 Married 6472
## 93 Research Scientist 4 Single 3445
## 94 Research Director 2 Married 18172
## 95 Sales Executive 1 Married 4639
## 96 Sales Executive 4 Divorced 4127
## 97 Healthcare Representative 4 Divorced 10883
## 98 Manufacturing Director 1 Married 5151
## 99 Research Scientist 3 Single 2058
## 100 Research Scientist 2 Single 1261
## 101 Manager 4 Single 13591
## 102 Manufacturing Director 3 Single 8474
## 103 Laboratory Technician 4 Married 3691
## 104 Research Director 3 Married 17584
## 105 Sales Representative 1 Married 2033
## 106 Manufacturing Director 4 Married 5472
## 107 Laboratory Technician 1 Married 5562
## 108 Sales Executive 4 Divorced 6583
## 109 Human Resources 1 Divorced 2073
## 110 Manager 4 Single 17328
## 111 Sales Executive 3 Married 4614
## 112 Manufacturing Director 2 Single 8095
## 113 Healthcare Representative 4 Divorced 5731
## 114 Manufacturing Director 4 Married 6261
## 115 Manager 4 Married 17875
## 116 Sales Executive 4 Married 6804
## 117 Research Scientist 2 Married 3579
## 118 Sales Executive 4 Married 7639
## 119 Laboratory Technician 2 Divorced 2694
## 120 Sales Executive 3 Single 13872
## 121 Sales Executive 2 Married 4440
## 122 Manufacturing Director 3 Married 7969
## 123 Manager 3 Married 19331
## 124 Laboratory Technician 4 Married 2571
## 125 Sales Executive 1 Married 4639
## 126 Sales Executive 4 Married 11836
## 127 Sales Representative 3 Single 2642
## 128 Manager 3 Married 17046
## 129 Research Director 1 Married 19406
## 130 Manufacturing Director 3 Married 4374
## 131 Laboratory Technician 3 Married 2339
## 132 Research Director 1 Married 16328
## 133 Healthcare Representative 3 Single 13964
## 134 Sales Executive 2 Single 9907
## 135 Sales Executive 4 Married 10239
## 136 Manager 2 Divorced 11996
## 137 Healthcare Representative 4 Married 6586
## 138 Laboratory Technician 2 Married 4841
## 139 Laboratory Technician 3 Married 4621
## 140 Sales Executive 2 Single 7991
## 141 Laboratory Technician 2 Divorced 2348
## 142 Manager 4 Divorced 18430
## 143 Manufacturing Director 4 Single 7945
## 144 Research Scientist 3 Single 3038
## 145 Healthcare Representative 2 Divorced 7441
## 146 Sales Executive 2 Single 9355
## 147 Laboratory Technician 4 Single 4272
## 148 Sales Representative 3 Single 1359
## 149 Research Scientist 4 Single 3310
## 150 Manager 4 Married 19586
## 151 Research Scientist 4 Married 2911
## 152 Laboratory Technician 4 Single 2450
## 153 Healthcare Representative 2 Married 13503
## 154 Manufacturing Director 3 Single 9667
## 155 Research Scientist 4 Single 2342
## 156 Laboratory Technician 1 Married 2218
## 157 Research Scientist 3 Divorced 2029
## 158 Sales Executive 2 Single 9094
## 159 Research Scientist 4 Single 1232
## 160 Healthcare Representative 1 Married 9884
## 161 Manufacturing Director 1 Married 6516
## 162 Manufacturing Director 2 Married 6549
## 163 Research Scientist 1 Single 2960
## 164 Laboratory Technician 3 Divorced 3339
## 165 Laboratory Technician 4 Married 5231
## 166 Research Scientist 4 Single 2201
## 167 Manager 2 Divorced 19847
## 168 Sales Executive 2 Married 6349
## 169 Laboratory Technician 3 Married 3221
## 170 Sales Executive 3 Single 4859
## 171 Research Scientist 1 Single 3424
## 172 Laboratory Technician 1 Married 2362
## 173 Healthcare Representative 1 Single 6811
## 174 Laboratory Technician 4 Single 2288
## 175 Laboratory Technician 2 Divorced 3816
## 176 Research Scientist 2 Married 5130
## 177 Research Scientist 1 Married 3580
## 178 Laboratory Technician 4 Married 2690
## 179 Manager 4 Married 19513
## 180 Sales Executive 4 Married 13320
## 181 Laboratory Technician 4 Divorced 4364
## 182 Research Scientist 3 Divorced 2645
## 183 Laboratory Technician 3 Married 3690
## 184 Sales Executive 2 Divorced 8938
## 185 Research Director 2 Divorced 14336
## 186 Sales Executive 1 Single 8381
## 187 Research Director 2 Single 16704
## 188 Laboratory Technician 3 Single 3033
## 189 Manufacturing Director 3 Divorced 10502
## 190 Manufacturing Director 3 Single 4534
## 191 Sales Executive 2 Divorced 5209
## 192 Laboratory Technician 3 Divorced 3069
## 193 Research Scientist 1 Married 5208
## 194 Research Scientist 3 Married 2821
## 195 Sales Representative 3 Married 2096
## 196 Laboratory Technician 4 Single 3983
## 197 Human Resources 1 Divorced 9950
## 198 Manufacturing Director 3 Married 4345
## 199 Manager 2 Divorced 14026
## 200 Research Scientist 3 Married 2897
## 201 Research Director 3 Divorced 19419
## 202 Research Scientist 4 Married 2044
## 203 Laboratory Technician 3 Divorced 2232
## 204 Manufacturing Director 1 Divorced 10252
## 205 Manufacturing Director 3 Married 12965
## 206 Research Scientist 4 Married 3929
## 207 Sales Executive 4 Single 5253
## 208 Sales Executive 2 Single 5147
## 209 Sales Executive 2 Single 4198
## 210 Manager 4 Divorced 19517
## 211 Research Scientist 1 Single 3102
## 212 Research Scientist 4 Married 3697
## 213 Manufacturing Director 1 Single 5980
## 214 Research Scientist 3 Married 5175
## 215 Laboratory Technician 1 Divorced 2576
## 216 Sales Representative 3 Married 2308
## 217 Research Scientist 3 Married 2451
## 218 Manufacturing Director 3 Married 6179
## 219 Research Scientist 4 Divorced 2904
## 220 Manufacturing Director 4 Single 7779
## 221 Sales Executive 3 Divorced 6118
## 222 Sales Representative 2 Divorced 2297
## 223 Manager 4 Married 19232
## 224 Research Director 3 Single 19537
## 225 Manufacturing Director 4 Married 4775
## 226 Healthcare Representative 3 Married 7632
## 227 Research Scientist 3 Single 4249
## 228 Healthcare Representative 3 Married 5689
## 229 Sales Executive 4 Married 7457
## 230 Laboratory Technician 1 Divorced 3034
## 231 Laboratory Technician 1 Divorced 2074
## 232 Sales Executive 1 Married 4194
## 233 Manager 1 Divorced 19190
## 234 Laboratory Technician 3 Single 4230
## 235 Sales Executive 4 Married 5617
## 236 Research Scientist 3 Single 2506
## 237 Laboratory Technician 4 Single 2496
## 238 Healthcare Representative 1 Married 9715
## 239 Manager 1 Single 19045
## 240 Manager 2 Single 16835
## 241 Research Scientist 3 Single 3375
## 242 Research Scientist 2 Single 2718
## 243 Research Director 3 Married 19237
## 244 Sales Executive 2 Single 9278
## 245 Research Scientist 2 Divorced 5605
## 246 Healthcare Representative 2 Married 5488
## 247 Laboratory Technician 4 Married 3722
## 248 Laboratory Technician 4 Married 2659
## 249 Manufacturing Director 2 Single 7446
## 250 Research Scientist 3 Married 3506
## 251 Research Scientist 2 Single 2313
## 252 Research Director 3 Divorced 19973
## 253 Manager 4 Divorced 19141
## 254 Research Scientist 4 Married 1706
## 255 Manager 3 Married 17465
## 256 Healthcare Representative 4 Single 10496
## 257 Manufacturing Director 3 Married 6434
## 258 Manufacturing Director 3 Single 4695
## 259 Sales Executive 4 Single 5828
## 260 Manager 1 Divorced 16823
## 261 Research Director 4 Divorced 14732
## 262 Sales Executive 3 Divorced 9852
## 263 Manager 3 Single 17444
## 264 Sales Executive 3 Divorced 6728
## 265 Manufacturing Director 3 Divorced 4011
## 266 Research Scientist 4 Married 2132
## 267 Healthcare Representative 4 Married 7005
## 268 Sales Executive 4 Divorced 5460
## 269 Laboratory Technician 1 Single 3646
## 270 Healthcare Representative 3 Divorced 10388
## 271 Sales Representative 4 Married 5405
## 272 Laboratory Technician 1 Married 1601
## 273 Manufacturing Director 1 Single 9936
## 274 Sales Representative 2 Single 2716
## 275 Human Resources 4 Single 2564
## 276 Laboratory Technician 1 Single 2062
## 277 Sales Executive 1 Single 4294
## 278 Healthcare Representative 3 Married 7510
## 279 Sales Executive 3 Married 9610
## 280 Laboratory Technician 4 Single 2871
## 281 Laboratory Technician 4 Divorced 2367
## 282 Research Scientist 4 Divorced 2720
## 283 Sales Executive 3 Married 10686
## 284 Research Scientist 3 Married 2942
## 285 Sales Executive 2 Single 5765
## 286 Laboratory Technician 3 Single 3989
## 287 Laboratory Technician 4 Divorced 2778
## 288 Research Scientist 2 Single 2478
## 289 Laboratory Technician 3 Divorced 3161
## 290 Research Scientist 3 Married 2773
## 291 Healthcare Representative 2 Single 5933
## 292 Research Scientist 1 Divorced 2782
## 293 Research Scientist 2 Married 2141
## 294 Sales Executive 2 Married 5390
## 295 Research Scientist 4 Married 2061
## 296 Laboratory Technician 3 Single 2519
## 297 Sales Executive 3 Single 5010
## 298 Laboratory Technician 3 Single 2293
## 299 Manager 4 Married 19202
## 300 Sales Executive 4 Married 4537
## MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1 25348 1 Y No 17
## 2 8429 1 Y No 13
## 3 19373 1 Y No 20
## 4 23258 2 Y Yes 13
## 5 23757 1 Y No 14
## 6 25796 3 Y No 20
## 7 19788 2 Y No 15
## 8 3835 2 Y No 13
## 9 17198 1 Y No 19
## 10 22908 3 Y No 12
## 11 25063 8 Y Yes 14
## 12 18775 1 Y No 17
## 13 6194 5 Y No 15
## 14 6881 5 Y No 16
## 15 22049 2 Y Yes 17
## 16 14811 1 Y No 12
## 17 24152 1 Y No 13
## 18 3423 3 Y No 14
## 19 21519 4 Y No 16
## 20 5860 1 Y No 18
## 21 15919 1 Y No 13
## 22 6615 9 Y No 22
## 23 25198 6 Y Yes 19
## 24 2097 0 Y No 14
## 25 19863 2 Y Yes 18
## 26 15318 1 Y No 14
## 27 20794 6 Y No 19
## 28 24444 1 Y No 11
## 29 16822 2 Y No 16
## 30 25725 0 Y No 17
## 31 13970 0 Y Yes 14
## 32 9697 6 Y No 14
## 33 2560 0 Y No 18
## 34 9696 0 Y No 16
## 35 17258 1 Y No 13
## 36 2939 8 Y No 15
## 37 14864 5 Y No 14
## 38 14511 4 Y No 12
## 39 21141 1 Y No 15
## 40 8733 6 Y No 12
## 41 2302 3 Y Yes 20
## 42 26009 1 Y No 18
## 43 19730 2 Y Yes 14
## 44 20002 6 Y No 12
## 45 11873 4 Y Yes 20
## 46 13738 3 Y No 15
## 47 10310 2 Y No 13
## 48 8800 1 Y No 14
## 49 25470 0 Y No 14
## 50 25265 1 Y No 13
## 51 10084 1 Y No 11
## 52 23159 1 Y Yes 11
## 53 9148 0 Y No 12
## 54 14862 4 Y No 11
## 55 14590 4 Y No 14
## 56 8213 1 Y Yes 14
## 57 5207 1 Y Yes 13
## 58 16734 4 Y No 15
## 59 3088 2 Y No 11
## 60 5044 2 Y Yes 24
## 61 13022 0 Y No 14
## 62 18103 1 Y No 14
## 63 18275 1 Y Yes 15
## 64 2447 0 Y Yes 12
## 65 21072 2 Y No 25
## 66 26507 5 Y No 15
## 67 20206 6 Y No 18
## 68 19293 6 Y No 13
## 69 5530 0 Y No 13
## 70 5628 6 Y Yes 16
## 71 19394 9 Y No 19
## 72 7744 1 Y No 25
## 73 22670 9 Y Yes 11
## 74 13588 5 Y Yes 22
## 75 21782 4 Y No 13
## 76 4732 2 Y No 11
## 77 2967 2 Y No 11
## 78 26427 0 Y No 16
## 79 9256 1 Y No 12
## 80 25527 4 Y No 13
## 81 17491 4 Y No 13
## 82 12278 0 Y No 11
## 83 19877 2 Y No 16
## 84 21833 4 Y No 11
## 85 15972 3 Y Yes 19
## 86 9731 2 Y Yes 11
## 87 21293 0 Y No 11
## 88 21030 1 Y Yes 18
## 89 12066 8 Y No 24
## 90 3064 6 Y No 17
## 91 14810 1 Y Yes 19
## 92 8989 1 Y Yes 15
## 93 6152 1 Y No 11
## 94 9755 3 Y Yes 19
## 95 11262 1 Y No 15
## 96 19188 2 Y No 18
## 97 20467 3 Y No 20
## 98 12315 1 Y No 25
## 99 19757 0 Y No 14
## 100 22262 1 Y No 12
## 101 14674 3 Y Yes 18
## 102 20925 1 Y No 22
## 103 4605 1 Y Yes 15
## 104 21016 3 Y Yes 16
## 105 14470 1 Y No 18
## 106 3334 1 Y No 12
## 107 19711 3 Y Yes 13
## 108 20115 2 Y Yes 11
## 109 23648 4 Y Yes 22
## 110 13871 2 Y Yes 12
## 111 23288 0 Y Yes 18
## 112 18264 0 Y No 13
## 113 17171 7 Y No 13
## 114 4185 3 Y No 18
## 115 11761 4 Y Yes 13
## 116 23683 3 Y No 18
## 117 9369 0 Y Yes 21
## 118 24525 1 Y No 22
## 119 26551 1 Y No 11
## 120 24409 0 Y No 13
## 121 7636 0 Y No 15
## 122 19609 2 Y Yes 14
## 123 19519 4 Y Yes 16
## 124 12290 4 Y No 17
## 125 2261 2 Y No 16
## 126 22789 5 Y No 14
## 127 2755 1 Y No 11
## 128 9314 0 Y No 15
## 129 8509 4 Y No 11
## 130 15411 0 Y No 15
## 131 3666 8 Y No 11
## 132 22074 3 Y No 13
## 133 17810 7 Y Yes 12
## 134 26186 7 Y Yes 12
## 135 18092 3 Y No 14
## 136 19100 7 Y No 18
## 137 4821 0 Y Yes 17
## 138 24052 4 Y No 14
## 139 5869 1 Y No 19
## 140 25166 8 Y No 15
## 141 10901 8 Y No 18
## 142 16225 1 Y No 13
## 143 19948 6 Y Yes 15
## 144 12430 3 Y No 20
## 145 20933 1 Y No 12
## 146 9558 1 Y No 18
## 147 9558 4 Y No 19
## 148 16154 1 Y No 12
## 149 4488 1 Y No 21
## 150 23037 1 Y No 21
## 151 14776 1 Y No 13
## 152 10919 2 Y No 17
## 153 14115 1 Y No 22
## 154 2739 9 Y No 14
## 155 22929 0 Y Yes 20
## 156 16193 1 Y No 12
## 157 15891 1 Y No 20
## 158 17235 2 Y Yes 12
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## 160 8302 2 Y Yes 13
## 161 5041 2 Y Yes 16
## 162 3173 1 Y No 14
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## 164 17285 3 Y Yes 13
## 165 23726 2 Y Yes 13
## 166 18168 9 Y No 16
## 167 19196 4 Y Yes 24
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## 169 3297 1 Y Yes 11
## 170 6698 1 Y No 16
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## 172 14669 4 Y No 12
## 173 23398 8 Y No 19
## 174 6319 1 Y No 12
## 175 17881 1 Y No 11
## 176 24907 1 Y No 23
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## 178 7713 1 Y No 18
## 179 9358 4 Y Yes 12
## 180 11737 3 Y Yes 18
## 181 5288 3 Y No 14
## 182 21923 1 Y No 12
## 183 3425 2 Y No 15
## 184 12227 2 Y No 11
## 185 4345 1 Y No 11
## 186 7507 7 Y No 20
## 187 17119 1 Y No 11
## 188 12828 1 Y No 12
## 189 9659 7 Y No 17
## 190 13352 0 Y No 11
## 191 19760 1 Y Yes 12
## 192 10302 0 Y No 15
## 193 26312 1 Y No 11
## 194 2997 3 Y No 16
## 195 26376 1 Y No 11
## 196 7621 0 Y No 17
## 197 11533 9 Y Yes 15
## 198 4381 0 Y No 12
## 199 17588 1 Y Yes 11
## 200 22474 3 Y No 11
## 201 3735 2 Y No 17
## 202 5531 1 Y No 11
## 203 15417 7 Y No 14
## 204 4235 2 Y Yes 21
## 205 22308 4 Y Yes 20
## 206 6984 8 Y Yes 23
## 207 20750 1 Y No 16
## 208 10697 8 Y No 15
## 209 16379 2 Y No 12
## 210 24118 3 Y No 11
## 211 6582 0 Y No 22
## 212 9278 9 Y No 14
## 213 26085 6 Y Yes 12
## 214 22162 5 Y No 12
## 215 20490 3 Y No 16
## 216 4944 0 Y Yes 25
## 217 22376 6 Y No 18
## 218 21057 1 Y Yes 15
## 219 16092 1 Y No 12
## 220 23238 2 Y No 20
## 221 5431 1 Y No 13
## 222 17967 1 Y No 14
## 223 4933 1 Y No 11
## 224 6462 7 Y No 13
## 225 19146 6 Y No 22
## 226 14295 4 Y Yes 12
## 227 2690 1 Y Yes 11
## 228 24594 1 Y Yes 14
## 229 13273 2 Y Yes 22
## 230 26914 1 Y No 12
## 231 26619 1 Y Yes 12
## 232 14363 1 Y Yes 18
## 233 17477 1 Y No 14
## 234 19225 0 Y No 15
## 235 21075 1 Y Yes 11
## 236 13301 3 Y No 13
## 237 6670 4 Y No 11
## 238 7288 3 Y No 13
## 239 18938 0 Y Yes 14
## 240 9873 3 Y No 23
## 241 17624 0 Y No 12
## 242 17674 2 Y No 14
## 243 12853 2 Y Yes 11
## 244 20763 3 Y Yes 16
## 245 8504 1 Y No 11
## 246 20161 1 Y Yes 13
## 247 21081 6 Y Yes 13
## 248 17759 1 Y Yes 13
## 249 8931 1 Y No 11
## 250 6020 0 Y Yes 14
## 251 2993 4 Y Yes 20
## 252 20284 1 Y No 22
## 253 8861 3 Y No 15
## 254 16571 1 Y No 11
## 255 15596 3 Y No 12
## 256 2755 6 Y No 15
## 257 5118 4 Y No 17
## 258 12858 7 Y Yes 18
## 259 8450 1 Y Yes 12
## 260 18991 2 Y No 11
## 261 12414 2 Y No 13
## 262 8935 1 Y Yes 19
## 263 20489 1 Y No 11
## 264 14255 7 Y No 12
## 265 8232 0 Y No 18
## 266 4585 4 Y No 20
## 267 3458 3 Y No 15
## 268 6219 4 Y No 22
## 269 17181 2 Y Yes 23
## 270 6975 1 Y Yes 11
## 271 4244 2 Y Yes 20
## 272 3445 1 Y Yes 21
## 273 3787 0 Y No 19
## 274 25422 1 Y No 15
## 275 18437 1 Y No 12
## 276 19384 3 Y No 14
## 277 11148 1 Y No 12
## 278 16873 1 Y No 17
## 279 3840 3 Y No 13
## 280 23785 1 Y No 15
## 281 18779 5 Y No 12
## 282 18959 1 Y No 18
## 283 8392 6 Y No 11
## 284 12154 2 Y No 19
## 285 17485 5 Y No 11
## 286 20586 1 Y Yes 11
## 287 17725 4 Y Yes 13
## 288 20938 1 Y Yes 12
## 289 19920 3 Y Yes 22
## 290 12145 0 Y No 20
## 291 5197 9 Y No 12
## 292 19905 0 Y Yes 13
## 293 5348 1 Y No 12
## 294 13243 2 Y No 14
## 295 11133 1 Y No 21
## 296 12287 4 Y No 21
## 297 24301 1 Y No 16
## 298 10558 1 Y No 12
## 299 15970 0 Y No 11
## 300 17783 0 Y Yes 22
## PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1 3 4 80 2
## 2 3 4 80 1
## 3 4 3 80 1
## 4 3 3 80 0
## 5 3 3 80 2
## 6 4 3 80 0
## 7 3 2 80 2
## 8 3 4 80 3
## 9 3 2 80 0
## 10 3 1 80 0
## 11 3 4 80 1
## 12 3 2 80 0
## 13 3 4 80 2
## 14 3 4 80 0
## 15 3 1 80 0
## 16 3 4 80 0
## 17 3 4 80 0
## 18 3 2 80 2
## 19 3 3 80 0
## 20 3 1 80 2
## 21 3 3 80 0
## 22 4 3 80 1
## 23 3 4 80 0
## 24 3 4 80 1
## 25 3 2 80 1
## 26 3 4 80 0
## 27 3 2 80 1
## 28 3 3 80 0
## 29 3 3 80 2
## 30 3 1 80 0
## 31 3 3 80 0
## 32 3 4 80 0
## 33 3 4 80 0
## 34 3 2 80 1
## 35 3 1 80 0
## 36 3 3 80 2
## 37 3 4 80 1
## 38 3 3 80 0
## 39 3 1 80 1
## 40 3 3 80 0
## 41 4 2 80 0
## 42 3 3 80 0
## 43 3 3 80 3
## 44 3 4 80 0
## 45 4 2 80 1
## 46 3 4 80 0
## 47 3 4 80 0
## 48 3 1 80 2
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## TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 1 10 3 2 10
## 2 5 2 3 5
## 3 1 0 2 1
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## YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1 9 6 8
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noSalaryDataframeCSV
## ID Age Attrition BusinessTravel DailyRate Department
## 1 871 43 No Travel_Frequently 1422 Sales
## 2 872 33 No Travel_Rarely 461 Research & Development
## 3 873 55 Yes Travel_Rarely 267 Sales
## 4 874 36 No Non-Travel 1351 Research & Development
## 5 875 27 No Travel_Rarely 1302 Research & Development
## 6 876 39 Yes Travel_Rarely 895 Sales
## 7 877 33 No Non-Travel 750 Sales
## 8 878 21 Yes Travel_Frequently 251 Research & Development
## 9 879 30 No Travel_Frequently 1312 Research & Development
## 10 880 51 No Travel_Rarely 1405 Research & Development
## 11 881 46 Yes Travel_Rarely 377 Sales
## 12 882 40 No Travel_Rarely 329 Research & Development
## 13 883 29 No Travel_Rarely 1176 Sales
## 14 884 27 No Travel_Frequently 829 Sales
## 15 885 29 No Travel_Rarely 1210 Sales
## 16 886 22 Yes Travel_Rarely 617 Research & Development
## 17 887 29 No Travel_Rarely 726 Research & Development
## 18 888 34 No Travel_Rarely 167 Research & Development
## 19 889 31 No Travel_Rarely 655 Research & Development
## 20 890 35 No Travel_Rarely 528 Human Resources
## 21 891 40 No Travel_Rarely 523 Research & Development
## 22 892 30 No Travel_Rarely 1288 Sales
## 23 893 46 Yes Travel_Rarely 669 Sales
## 24 894 27 No Travel_Frequently 1410 Sales
## 25 895 49 No Travel_Rarely 1490 Research & Development
## 26 896 46 No Travel_Rarely 706 Research & Development
## 27 897 33 Yes Travel_Rarely 211 Sales
## 28 898 42 No Non-Travel 495 Research & Development
## 29 899 34 No Travel_Rarely 507 Sales
## 30 900 36 No Travel_Rarely 329 Research & Development
## 31 901 27 No Travel_Rarely 591 Research & Development
## 32 902 44 No Travel_Frequently 383 Sales
## 33 903 48 No Travel_Rarely 492 Sales
## 34 904 40 No Travel_Rarely 543 Research & Development
## 35 905 45 No Travel_Rarely 1234 Sales
## 36 906 33 No Travel_Frequently 970 Sales
## 37 907 46 No Travel_Frequently 638 Research & Development
## 38 908 37 No Travel_Rarely 1192 Research & Development
## 39 909 28 Yes Travel_Rarely 1434 Research & Development
## 40 910 32 No Travel_Rarely 827 Research & Development
## 41 911 43 No Travel_Rarely 920 Research & Development
## 42 912 38 No Travel_Frequently 1444 Human Resources
## 43 913 40 No Travel_Rarely 616 Research & Development
## 44 914 34 No Travel_Rarely 1354 Research & Development
## 45 915 41 No Travel_Rarely 549 Research & Development
## 46 916 23 No Travel_Rarely 507 Research & Development
## 47 917 28 No Travel_Rarely 1217 Research & Development
## 48 918 26 No Travel_Rarely 572 Sales
## 49 919 28 No Travel_Rarely 1144 Sales
## 50 920 59 No Travel_Rarely 1324 Research & Development
## 51 921 30 No Travel_Rarely 413 Sales
## 52 922 35 No Travel_Rarely 1229 Research & Development
## 53 923 36 Yes Travel_Rarely 660 Research & Development
## 54 924 42 No Non-Travel 179 Human Resources
## 55 925 54 No Travel_Rarely 584 Research & Development
## 56 926 40 No Travel_Rarely 1171 Research & Development
## 57 927 32 No Travel_Rarely 604 Sales
## 58 928 38 No Travel_Rarely 201 Research & Development
## 59 929 22 No Non-Travel 1123 Research & Development
## 60 930 32 No Travel_Frequently 1005 Research & Development
## 61 931 34 No Non-Travel 1375 Sales
## 62 932 32 No Travel_Rarely 1018 Research & Development
## 63 933 41 No Travel_Rarely 645 Sales
## 64 934 58 Yes Travel_Frequently 781 Research & Development
## 65 935 20 Yes Travel_Rarely 129 Research & Development
## 66 936 24 Yes Travel_Frequently 381 Research & Development
## 67 937 46 No Travel_Rarely 644 Research & Development
## 68 938 51 Yes Travel_Frequently 1150 Research & Development
## 69 939 39 No Travel_Rarely 116 Research & Development
## 70 940 28 No Travel_Rarely 1172 Sales
## 71 941 40 Yes Travel_Rarely 676 Research & Development
## 72 942 39 No Travel_Rarely 1462 Sales
## 73 943 59 No Travel_Rarely 1435 Sales
## 74 944 27 No Travel_Rarely 1055 Research & Development
## 75 945 18 No Travel_Rarely 812 Sales
## 76 946 29 No Travel_Frequently 995 Research & Development
## 77 947 21 Yes Travel_Rarely 337 Sales
## 78 948 26 No Travel_Rarely 1349 Research & Development
## 79 949 26 Yes Travel_Frequently 426 Human Resources
## 80 950 47 Yes Travel_Frequently 719 Sales
## 81 951 42 No Non-Travel 355 Research & Development
## 82 952 40 No Travel_Rarely 300 Sales
## 83 953 37 No Travel_Rarely 124 Research & Development
## 84 954 27 No Travel_Frequently 1297 Research & Development
## 85 955 39 No Non-Travel 439 Research & Development
## 86 956 45 No Travel_Rarely 176 Human Resources
## 87 957 56 No Travel_Rarely 1400 Research & Development
## 88 958 32 No Non-Travel 1109 Research & Development
## 89 959 41 No Travel_Rarely 1206 Sales
## 90 960 58 Yes Travel_Rarely 286 Research & Development
## 91 961 29 No Travel_Rarely 665 Research & Development
## 92 962 40 No Travel_Rarely 1300 Research & Development
## 93 963 38 No Travel_Frequently 471 Research & Development
## 94 964 39 No Travel_Rarely 141 Human Resources
## 95 965 25 No Travel_Rarely 1280 Research & Development
## 96 966 50 No Travel_Rarely 989 Research & Development
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## 196 2 Male 37 3 1
## 197 3 Female 98 3 1
## 198 1 Female 41 3 5
## 199 4 Male 54 3 2
## 200 4 Male 54 3 1
## 201 3 Female 98 4 1
## 202 2 Female 31 3 2
## 203 3 Male 43 4 1
## 204 3 Male 58 4 2
## 205 4 Female 89 2 2
## 206 3 Female 69 3 4
## 207 3 Female 58 3 5
## 208 2 Male 89 3 2
## 209 3 Male 30 3 2
## 210 1 Female 92 3 2
## 211 3 Male 52 2 1
## 212 3 Female 62 1 1
## 213 4 Male 33 3 1
## 214 2 Male 85 3 2
## 215 4 Male 44 2 3
## 216 4 Male 48 2 3
## 217 1 Male 51 3 2
## 218 4 Male 92 3 1
## 219 3 Male 86 3 1
## 220 4 Female 98 2 2
## 221 4 Female 39 2 2
## 222 4 Male 88 1 2
## 223 2 Male 47 3 3
## 224 2 Female 84 2 2
## 225 2 Male 85 4 2
## 226 2 Female 65 3 2
## 227 3 Female 83 2 1
## 228 3 Female 66 2 1
## 229 3 Female 75 3 1
## 230 4 Male 58 3 2
## 231 4 Female 46 3 5
## 232 4 Female 46 3 2
## 233 4 Male 39 2 2
## 234 1 Female 78 2 3
## 235 2 Male 65 3 1
## 236 4 Female 61 3 1
## 237 1 Male 42 3 1
## 238 1 Female 50 2 2
## 239 4 Female 90 3 2
## 240 2 Male 71 3 2
## 241 3 Female 52 3 2
## 242 2 Male 66 3 3
## 243 2 Male 56 3 3
## 244 2 Male 50 3 2
## 245 1 Male 84 3 3
## 246 4 Female 77 2 1
## 247 3 Male 49 3 2
## 248 3 Female 55 1 2
## 249 3 Female 37 2 3
## 250 3 Female 31 3 1
## 251 4 Male 39 2 3
## 252 1 Male 35 4 4
## 253 4 Male 48 1 2
## 254 1 Male 65 2 4
## 255 3 Female 89 4 1
## 256 3 Female 100 1 1
## 257 1 Female 55 3 1
## 258 4 Female 82 3 2
## 259 4 Male 88 3 4
## 260 2 Male 94 1 1
## 261 2 Male 73 3 3
## 262 3 Female 94 2 4
## 263 3 Female 81 3 2
## 264 4 Female 42 2 1
## 265 1 Female 41 3 1
## 266 1 Male 59 2 1
## 267 3 Female 98 3 1
## 268 3 Female 66 3 2
## 269 1 Male 76 3 3
## 270 3 Male 65 2 4
## 271 2 Male 64 2 2
## 272 3 Male 48 3 2
## 273 3 Male 78 2 3
## 274 1 Male 98 3 2
## 275 1 Male 37 3 2
## 276 4 Female 50 3 2
## 277 2 Male 82 4 2
## 278 1 Female 62 4 1
## 279 1 Female 97 3 1
## 280 3 Male 99 2 2
## 281 4 Male 57 4 1
## 282 4 Male 43 1 2
## 283 4 Female 31 3 2
## 284 3 Female 79 3 1
## 285 3 Female 96 3 2
## 286 4 Female 98 3 4
## 287 2 Female 48 2 1
## 288 4 Female 73 3 2
## 289 4 Male 55 2 1
## 290 2 Male 84 3 2
## 291 3 Male 96 3 1
## 292 3 Female 81 3 3
## 293 4 Male 40 3 1
## 294 2 Female 59 3 3
## 295 3 Female 88 2 1
## 296 3 Female 77 2 1
## 297 1 Male 61 3 3
## 298 2 Female 83 3 2
## 299 1 Female 66 2 1
## 300 2 Male 65 4 1
## JobRole JobSatisfaction MaritalStatus MonthlyRate
## 1 Sales Executive 4 Married 19246
## 2 Research Scientist 4 Single 17241
## 3 Sales Executive 3 Single 9277
## 4 Laboratory Technician 2 Married 9238
## 5 Laboratory Technician 1 Divorced 16290
## 6 Sales Representative 4 Married 3335
## 7 Sales Executive 2 Married 15480
## 8 Laboratory Technician 3 Single 25308
## 9 Research Scientist 3 Divorced 22310
## 10 Manufacturing Director 2 Single 24439
## 11 Sales Executive 4 Divorced 15986
## 12 Laboratory Technician 2 Married 6762
## 13 Sales Executive 3 Married 3487
## 14 Sales Executive 4 Married 24008
## 15 Sales Executive 2 Married 3687
## 16 Manufacturing Director 3 Married 10022
## 17 Healthcare Representative 3 Divorced 21143
## 18 Manufacturing Director 1 Divorced 4187
## 19 Laboratory Technician 4 Divorced 9528
## 20 Human Resources 3 Single 7108
## 21 Research Scientist 4 Single 22455
## 22 Sales Executive 2 Married 17799
## 23 Sales Executive 4 Single 13596
## 24 Sales Executive 4 Divorced 16673
## 25 Healthcare Representative 2 Divorced 20948
## 26 Manufacturing Director 4 Divorced 19989
## 27 Sales Executive 1 Single 10092
## 28 Manager 3 Married 26582
## 29 Sales Executive 1 Single 23553
## 30 Research Scientist 3 Married 11868
## 31 Laboratory Technician 2 Married 16632
## 32 Sales Executive 3 Married 9282
## 33 Sales Executive 3 Divorced 13693
## 34 Laboratory Technician 4 Married 4060
## 35 Manager 4 Married 5404
## 36 Sales Executive 2 Married 13401
## 37 Healthcare Representative 1 Married 3142
## 38 Manufacturing Director 4 Divorced 23177
## 39 Laboratory Technician 3 Single 11179
## 40 Research Scientist 1 Single 15178
## 41 Research Director 4 Married 18625
## 42 Human Resources 2 Married 5224
## 43 Laboratory Technician 1 Married 25605
## 44 Manager 1 Single 5615
## 45 Manufacturing Director 3 Single 23371
## 46 Laboratory Technician 3 Single 24812
## 47 Research Scientist 1 Married 12719
## 48 Sales Executive 4 Single 9125
## 49 Sales Representative 2 Married 23384
## 50 Laboratory Technician 1 Married 9964
## 51 Sales Representative 2 Single 18398
## 52 Laboratory Technician 4 Married 4892
## 53 Laboratory Technician 3 Divorced 7858
## 54 Human Resources 1 Married 12858
## 55 Manager 3 Married 18685
## 56 Laboratory Technician 3 Married 22495
## 57 Sales Executive 4 Married 11693
## 58 Research Director 3 Married 3376
## 59 Laboratory Technician 4 Divorced 7324
## 60 Laboratory Technician 4 Single 11864
## 61 Sales Executive 3 Divorced 12313
## 62 Research Director 4 Single 19373
## 63 Sales Executive 1 Married 19566
## 64 Laboratory Technician 4 Divorced 13384
## 65 Laboratory Technician 1 Single 13008
## 66 Laboratory Technician 1 Single 16998
## 67 Healthcare Representative 1 Divorced 12368
## 68 Manufacturing Director 4 Single 25150
## 69 Research Scientist 4 Single 5340
## 70 Sales Representative 2 Married 3692
## 71 Laboratory Technician 1 Single 21831
## 72 Sales Executive 3 Married 4658
## 73 Sales Executive 1 Single 2354
## 74 Manufacturing Director 4 Married 4658
## 75 Sales Representative 3 Single 9724
## 76 Healthcare Representative 4 Divorced 24483
## 77 Sales Representative 2 Single 4567
## 78 Research Scientist 4 Divorced 3032
## 79 Human Resources 3 Divorced 22808
## 80 Sales Executive 3 Single 10339
## 81 Research Scientist 3 Married 6161
## 82 Sales Executive 1 Married 22217
## 83 Healthcare Representative 2 Single 13848
## 84 Laboratory Technician 4 Single 19826
## 85 Laboratory Technician 2 Single 8770
## 86 Human Resources 3 Married 6595
## 87 Manufacturing Director 4 Single 21698
## 88 Laboratory Technician 3 Single 11135
## 89 Sales Executive 3 Single 11591
## 90 Research Director 2 Single 25761
## 91 Research Scientist 4 Single 22673
## 92 Research Scientist 4 Divorced 24447
## 93 Healthcare Representative 1 Divorced 4284
## 94 Human Resources 2 Married 18767
## 95 Research Scientist 4 Married 26897
## 96 Research Director 3 Divorced 16701
## 97 Research Scientist 1 Single 8489
## 98 Sales Executive 3 Married 3809
## 99 Manager 1 Married 9490
## 100 Laboratory Technician 2 Divorced 14180
## 101 Sales Executive 4 Single 5099
## 102 Healthcare Representative 4 Married 17369
## 103 Laboratory Technician 3 Single 6842
## 104 Research Scientist 2 Single 11757
## 105 Manufacturing Director 3 Divorced 24117
## 106 Research Scientist 4 Single 14961
## 107 Healthcare Representative 3 Single 13119
## 108 Research Scientist 1 Single 22154
## 109 Manufacturing Director 3 Married 23457
## 110 Manager 3 Married 12124
## 111 Sales Representative 3 Married 26204
## 112 Sales Executive 4 Married 11563
## 113 Laboratory Technician 4 Single 3300
## 114 Sales Representative 3 Single 21378
## 115 Sales Executive 4 Married 14369
## 116 Research Scientist 3 Single 15318
## 117 Research Scientist 4 Married 4223
## 118 Sales Executive 4 Married 23343
## 119 Manufacturing Director 1 Single 5083
## 120 Research Scientist 2 Single 7551
## 121 Human Resources 4 Married 7790
## 122 Research Scientist 3 Married 17616
## 123 Human Resources 4 Married 13982
## 124 Sales Executive 2 Married 25440
## 125 Sales Executive 4 Single 19899
## 126 Research Scientist 3 Single 12482
## 127 Research Scientist 3 Married 12127
## 128 Research Director 4 Single 5652
## 129 Sales Executive 4 Divorced 6812
## 130 Laboratory Technician 4 Single 18016
## 131 Human Resources 2 Divorced 10425
## 132 Sales Representative 3 Single 25751
## 133 Research Scientist 2 Divorced 25518
## 134 Manufacturing Director 4 Divorced 7389
## 135 Research Scientist 1 Married 16530
## 136 Sales Executive 4 Married 16495
## 137 Sales Representative 3 Single 13251
## 138 Healthcare Representative 4 Divorced 18899
## 139 Manager 3 Divorced 18640
## 140 Sales Representative 3 Married 16047
## 141 Manufacturing Director 3 Divorced 22573
## 142 Research Scientist 2 Divorced 15000
## 143 Sales Executive 2 Married 24624
## 144 Laboratory Technician 1 Married 6208
## 145 Sales Executive 1 Single 22967
## 146 Laboratory Technician 2 Divorced 5855
## 147 Laboratory Technician 1 Divorced 8007
## 148 Sales Executive 2 Married 11439
## 149 Sales Executive 4 Married 8053
## 150 Research Scientist 4 Single 13493
## 151 Sales Executive 2 Married 16177
## 152 Sales Executive 4 Single 15276
## 153 Research Scientist 4 Divorced 5141
## 154 Healthcare Representative 3 Married 3395
## 155 Manager 1 Divorced 12888
## 156 Manager 4 Single 15302
## 157 Human Resources 1 Married 17822
## 158 Sales Executive 4 Single 12090
## 159 Sales Executive 3 Single 24785
## 160 Human Resources 1 Married 2326
## 161 Sales Executive 2 Married 20497
## 162 Human Resources 4 Single 5033
## 163 Research Director 4 Divorced 8842
## 164 Research Scientist 3 Married 14908
## 165 Laboratory Technician 3 Divorced 23099
## 166 Research Scientist 3 Single 26999
## 167 Sales Executive 4 Single 22807
## 168 Human Resources 2 Married 6729
## 169 Research Director 3 Single 7914
## 170 Healthcare Representative 3 Married 25549
## 171 Laboratory Technician 2 Single 11652
## 172 Research Scientist 1 Single 3339
## 173 Sales Executive 4 Married 12695
## 174 Sales Executive 4 Married 2823
## 175 Research Scientist 3 Single 2122
## 176 Laboratory Technician 2 Divorced 7160
## 177 Manufacturing Director 2 Married 7653
## 178 Manager 2 Married 23364
## 179 Research Scientist 3 Single 25681
## 180 Sales Executive 4 Divorced 22098
## 181 Manufacturing Director 4 Married 14618
## 182 Laboratory Technician 4 Single 7703
## 183 Healthcare Representative 3 Divorced 2227
## 184 Research Scientist 3 Divorced 9834
## 185 Research Scientist 4 Single 6297
## 186 Laboratory Technician 1 Married 9396
## 187 Manufacturing Director 1 Married 9679
## 188 Manager 4 Married 7744
## 189 Human Resources 2 Divorced 12832
## 190 Research Scientist 2 Married 19911
## 191 Research Scientist 3 Married 2721
## 192 Manufacturing Director 4 Divorced 17000
## 193 Healthcare Representative 4 Divorced 5335
## 194 Sales Representative 4 Divorced 25103
## 195 Healthcare Representative 3 Divorced 17056
## 196 Laboratory Technician 1 Married 4344
## 197 Research Scientist 3 Married 12549
## 198 Manager 1 Married 3854
## 199 Sales Executive 1 Married 17456
## 200 Sales Representative 2 Married 9983
## 201 Sales Representative 4 Married 6527
## 202 Manufacturing Director 1 Married 4156
## 203 Sales Representative 4 Single 5050
## 204 Healthcare Representative 3 Married 9128
## 205 Sales Executive 1 Married 20328
## 206 Manager 1 Married 24097
## 207 Manager 3 Divorced 10735
## 208 Laboratory Technician 3 Divorced 18624
## 209 Research Scientist 2 Single 26285
## 210 Research Scientist 3 Divorced 12932
## 211 Research Scientist 3 Single 2725
## 212 Research Scientist 4 Married 8952
## 213 Sales Representative 1 Married 26956
## 214 Sales Executive 3 Married 18659
## 215 Manufacturing Director 3 Single 8787
## 216 Sales Executive 1 Married 23772
## 217 Sales Executive 3 Married 20943
## 218 Research Scientist 3 Married 20471
## 219 Research Scientist 4 Married 10077
## 220 Sales Executive 4 Married 7100
## 221 Sales Executive 2 Divorced 11866
## 222 Sales Executive 4 Divorced 10436
## 223 Research Director 4 Divorced 10056
## 224 Sales Executive 2 Divorced 11591
## 225 Healthcare Representative 1 Divorced 18384
## 226 Manufacturing Director 2 Married 15701
## 227 Research Scientist 1 Married 18697
## 228 Human Resources 4 Divorced 9732
## 229 Laboratory Technician 2 Married 3956
## 230 Manufacturing Director 1 Single 4992
## 231 Manager 3 Married 6499
## 232 Sales Executive 2 Divorced 22553
## 233 Sales Executive 4 Married 19682
## 234 Sales Executive 4 Married 20715
## 235 Research Scientist 4 Single 23293
## 236 Research Scientist 2 Divorced 17940
## 237 Research Scientist 1 Married 14377
## 238 Human Resources 3 Single 26894
## 239 Sales Executive 3 Single 12916
## 240 Sales Executive 1 Married 15975
## 241 Healthcare Representative 3 Married 12250
## 242 Manager 4 Married 11038
## 243 Manager 3 Married 24619
## 244 Sales Executive 3 Married 23452
## 245 Healthcare Representative 3 Single 13084
## 246 Research Scientist 1 Married 23844
## 247 Manufacturing Director 2 Single 21123
## 248 Laboratory Technician 4 Married 16392
## 249 Healthcare Representative 2 Divorced 9255
## 250 Sales Representative 3 Divorced 2912
## 251 Sales Executive 1 Divorced 16586
## 252 Manager 4 Single 16154
## 253 Research Scientist 1 Married 5771
## 254 Manager 4 Married 20462
## 255 Research Scientist 3 Married 21643
## 256 Sales Representative 1 Single 20989
## 257 Laboratory Technician 3 Married 14168
## 258 Laboratory Technician 3 Married 21821
## 259 Manager 2 Single 15896
## 260 Laboratory Technician 1 Married 6881
## 261 Research Director 3 Divorced 13523
## 262 Manager 2 Divorced 17334
## 263 Healthcare Representative 4 Married 5718
## 264 Laboratory Technician 2 Single 23826
## 265 Laboratory Technician 1 Single 10224
## 266 Laboratory Technician 1 Married 11141
## 267 Laboratory Technician 1 Married 17663
## 268 Sales Executive 1 Divorced 4297
## 269 Sales Executive 3 Divorced 9647
## 270 Research Director 3 Married 3525
## 271 Healthcare Representative 4 Married 14408
## 272 Sales Executive 2 Married 21173
## 273 Healthcare Representative 3 Single 22245
## 274 Sales Executive 4 Single 24252
## 275 Human Resources 4 Married 10503
## 276 Sales Executive 3 Single 23333
## 277 Laboratory Technician 3 Married 10228
## 278 Laboratory Technician 3 Divorced 16031
## 279 Research Scientist 4 Divorced 5598
## 280 Healthcare Representative 4 Married 15830
## 281 Research Scientist 3 Divorced 15748
## 282 Sales Executive 4 Single 20392
## 283 Research Scientist 3 Single 16885
## 284 Laboratory Technician 4 Married 22955
## 285 Manufacturing Director 1 Married 5549
## 286 Healthcare Representative 2 Single 7192
## 287 Sales Representative 3 Divorced 23522
## 288 Research Scientist 2 Married 19573
## 289 Research Scientist 3 Married 7950
## 290 Manufacturing Director 2 Divorced 2819
## 291 Research Scientist 3 Single 10826
## 292 Manufacturing Director 3 Single 15397
## 293 Laboratory Technician 4 Married 7003
## 294 Manufacturing Director 4 Single 23848
## 295 Research Scientist 3 Married 20898
## 296 Laboratory Technician 2 Married 7331
## 297 Healthcare Representative 4 Married 26542
## 298 Sales Executive 3 Single 19558
## 299 Research Scientist 3 Divorced 5013
## 300 Research Scientist 1 Married 22977
## NumCompaniesWorked Over18 OverTime PercentSalaryHike PerformanceRating
## 1 1 Y No 20 4
## 2 3 Y No 18 3
## 3 6 Y Yes 17 3
## 4 1 Y No 22 4
## 5 1 Y No 11 3
## 6 3 Y No 14 3
## 7 0 Y No 13 3
## 8 1 Y No 20 4
## 9 1 Y No 25 4
## 10 3 Y No 16 3
## 11 4 Y No 11 3
## 12 3 Y No 22 4
## 13 1 Y No 14 3
## 14 0 Y No 19 3
## 15 2 Y No 19 3
## 16 0 Y Yes 19 3
## 17 8 Y No 17 3
## 18 3 Y No 14 3
## 19 3 Y No 22 4
## 20 1 Y No 17 3
## 21 1 Y No 13 3
## 22 3 Y No 12 3
## 23 1 Y No 16 3
## 24 1 Y Yes 20 4
## 25 3 Y No 14 3
## 26 3 Y No 14 3
## 27 2 Y Yes 20 4
## 28 0 Y Yes 13 3
## 29 1 Y No 12 3
## 30 4 Y No 13 3
## 31 9 Y No 12 3
## 32 7 Y No 12 3
## 33 8 Y No 14 3
## 34 8 Y No 19 3
## 35 3 Y No 13 3
## 36 0 Y No 17 3
## 37 2 Y Yes 13 3
## 38 7 Y No 16 3
## 39 1 Y Yes 13 3
## 40 1 Y No 13 3
## 41 3 Y No 14 3
## 42 0 Y Yes 11 3
## 43 4 Y No 17 3
## 44 2 Y No 12 3
## 45 6 Y No 14 3
## 46 0 Y No 14 3
## 47 1 Y No 25 4
## 48 1 Y No 13 3
## 49 1 Y No 22 4
## 50 4 Y Yes 20 4
## 51 0 Y No 14 3
## 52 1 Y No 19 3
## 53 7 Y No 14 3
## 54 7 Y No 16 3
## 55 3 Y No 25 4
## 56 3 Y Yes 13 3
## 57 1 Y No 15 3
## 58 3 Y No 12 3
## 59 1 Y Yes 13 3
## 60 0 Y No 13 3
## 61 1 Y Yes 14 3
## 62 3 Y No 15 3
## 63 1 Y No 16 3
## 64 9 Y Yes 14 3
## 65 1 Y No 19 3
## 66 2 Y Yes 11 3
## 67 7 Y No 16 3
## 68 2 Y No 15 3
## 69 7 Y No 13 3
## 70 1 Y No 19 3
## 71 3 Y No 14 3
## 72 2 Y No 11 3
## 73 7 Y No 11 3
## 74 0 Y No 18 3
## 75 1 Y No 12 3
## 76 1 Y No 19 3
## 77 1 Y No 13 3
## 78 1 Y No 22 4
## 79 0 Y Yes 11 3
## 80 4 Y Yes 12 3
## 81 3 Y No 22 4
## 82 1 Y No 14 3
## 83 3 Y No 15 3
## 84 0 Y Yes 14 3
## 85 9 Y No 15 3
## 86 4 Y No 21 4
## 87 4 Y No 11 3
## 88 9 Y No 12 3
## 89 3 Y Yes 16 3
## 90 7 Y Yes 12 3
## 91 1 Y No 19 3
## 92 1 Y No 17 3
## 93 2 Y No 15 3
## 94 9 Y No 15 3
## 95 1 Y No 11 3
## 96 5 Y Yes 12 3
## 97 1 Y No 14 3
## 98 1 Y No 13 3
## 99 2 Y No 22 4
## 100 2 Y Yes 13 3
## 101 1 Y No 14 3
## 102 0 Y Yes 11 3
## 103 0 Y Yes 11 3
## 104 1 Y No 13 3
## 105 1 Y No 15 3
## 106 1 Y Yes 13 3
## 107 2 Y No 13 3
## 108 0 Y No 13 3
## 109 1 Y Yes 20 4
## 110 2 Y No 13 3
## 111 0 Y No 23 4
## 112 2 Y Yes 19 3
## 113 7 Y No 15 3
## 114 0 Y No 18 3
## 115 4 Y No 13 3
## 116 3 Y Yes 14 3
## 117 0 Y Yes 11 3
## 118 4 Y No 12 3
## 119 1 Y Yes 13 3
## 120 0 Y Yes 16 3
## 121 8 Y No 11 3
## 122 1 Y No 16 3
## 123 0 Y Yes 19 3
## 124 5 Y No 12 3
## 125 1 Y Yes 13 3
## 126 1 Y No 14 3
## 127 0 Y No 17 3
## 128 6 Y No 19 3
## 129 6 Y No 13 3
## 130 1 Y Yes 24 4
## 131 8 Y Yes 22 4
## 132 3 Y No 19 3
## 133 0 Y No 13 3
## 134 5 Y No 13 3
## 135 8 Y No 12 3
## 136 3 Y Yes 12 3
## 137 1 Y No 19 3
## 138 9 Y No 14 3
## 139 3 Y No 18 3
## 140 2 Y Yes 20 4
## 141 6 Y No 11 3
## 142 6 Y No 15 3
## 143 1 Y Yes 11 3
## 144 4 Y No 17 3
## 145 5 Y No 15 3
## 146 5 Y No 12 3
## 147 0 Y Yes 11 3
## 148 1 Y No 13 3
## 149 2 Y No 12 3
## 150 1 Y No 15 3
## 151 0 Y No 19 3
## 152 4 Y No 15 3
## 153 8 Y No 14 3
## 154 3 Y No 23 4
## 155 4 Y No 13 3
## 156 2 Y No 13 3
## 157 3 Y No 12 3
## 158 1 Y Yes 11 3
## 159 9 Y No 14 3
## 160 9 Y No 14 3
## 161 0 Y Yes 13 3
## 162 0 Y No 13 3
## 163 1 Y Yes 16 3
## 164 1 Y Yes 13 3
## 165 3 Y No 11 3
## 166 1 Y Yes 11 3
## 167 1 Y No 23 4
## 168 2 Y No 15 3
## 169 7 Y No 21 4
## 170 4 Y No 12 3
## 171 0 Y No 11 3
## 172 3 Y Yes 11 3
## 173 0 Y No 19 3
## 174 1 Y Yes 14 3
## 175 1 Y No 14 3
## 176 1 Y No 15 3
## 177 4 Y No 11 3
## 178 6 Y No 11 3
## 179 1 Y Yes 13 3
## 180 6 Y Yes 14 3
## 181 0 Y No 16 3
## 182 1 Y No 13 3
## 183 4 Y Yes 14 3
## 184 5 Y No 18 3
## 185 2 Y No 13 3
## 186 5 Y No 13 3
## 187 5 Y No 19 3
## 188 5 Y Yes 22 4
## 189 2 Y No 13 3
## 190 0 Y No 17 3
## 191 0 Y No 24 4
## 192 1 Y No 13 3
## 193 3 Y No 23 4
## 194 1 Y Yes 21 4
## 195 2 Y Yes 13 3
## 196 1 Y No 14 3
## 197 2 Y No 14 3
## 198 5 Y No 11 3
## 199 0 Y No 14 3
## 200 7 Y No 15 3
## 201 8 Y No 14 3
## 202 1 Y No 12 3
## 203 1 Y No 17 3
## 204 3 Y No 16 3
## 205 4 Y No 16 3
## 206 8 Y No 23 4
## 207 4 Y No 11 3
## 208 1 Y No 11 3
## 209 4 Y No 12 3
## 210 2 Y No 11 3
## 211 2 Y No 14 3
## 212 1 Y No 12 3
## 213 1 Y No 19 3
## 214 9 Y No 11 3
## 215 0 Y No 21 4
## 216 5 Y Yes 21 4
## 217 1 Y No 19 3
## 218 6 Y Yes 13 3
## 219 0 Y Yes 12 3
## 220 1 Y Yes 11 3
## 221 1 Y Yes 14 3
## 222 1 Y No 24 4
## 223 1 Y Yes 14 3
## 224 7 Y No 12 3
## 225 1 Y No 12 3
## 226 6 Y No 12 3
## 227 2 Y No 14 3
## 228 6 Y No 11 3
## 229 1 Y No 13 3
## 230 1 Y No 15 3
## 231 1 Y No 14 3
## 232 7 Y No 12 3
## 233 3 Y No 18 3
## 234 7 Y Yes 18 3
## 235 2 Y No 18 3
## 236 0 Y No 14 3
## 237 1 Y Yes 14 3
## 238 4 Y No 11 3
## 239 1 Y No 14 3
## 240 0 Y No 16 3
## 241 1 Y No 12 3
## 242 3 Y Yes 14 3
## 243 7 Y Yes 12 3
## 244 3 Y Yes 14 3
## 245 2 Y No 23 4
## 246 0 Y No 19 3
## 247 2 Y Yes 12 3
## 248 0 Y No 11 3
## 249 2 Y Yes 13 3
## 250 1 Y Yes 18 3
## 251 4 Y Yes 13 3
## 252 2 Y No 22 4
## 253 1 Y No 21 4
## 254 9 Y No 23 4
## 255 0 Y No 17 3
## 256 0 Y No 21 4
## 257 1 Y Yes 16 3
## 258 8 Y No 20 4
## 259 1 Y No 19 3
## 260 1 Y No 15 3
## 261 9 Y No 12 3
## 262 6 Y Yes 13 3
## 263 1 Y No 13 3
## 264 1 Y No 22 4
## 265 7 Y No 22 4
## 266 1 Y No 16 3
## 267 6 Y No 20 4
## 268 0 Y No 17 3
## 269 0 Y No 12 3
## 270 1 Y No 24 4
## 271 0 Y No 21 4
## 272 0 Y No 11 3
## 273 7 Y No 14 3
## 274 1 Y No 14 3
## 275 4 Y Yes 11 3
## 276 8 Y No 15 3
## 277 2 Y No 12 3
## 278 8 Y No 12 3
## 279 1 Y No 15 3
## 280 1 Y No 19 3
## 281 1 Y No 11 3
## 282 3 Y No 20 4
## 283 3 Y No 12 3
## 284 1 Y Yes 11 3
## 285 1 Y No 14 3
## 286 3 Y No 18 3
## 287 6 Y Yes 19 3
## 288 4 Y Yes 22 4
## 289 1 Y No 13 3
## 290 6 Y No 20 4
## 291 1 Y Yes 11 3
## 292 4 Y Yes 14 3
## 293 1 Y No 13 3
## 294 4 Y No 17 3
## 295 1 Y Yes 14 3
## 296 1 Y No 20 4
## 297 4 Y No 20 4
## 298 0 Y No 11 3
## 299 0 Y No 12 3
## 300 1 Y Yes 12 3
## RelationshipSatisfaction StandardHours StockOptionLevel TotalWorkingYears
## 1 3 80 1 7
## 2 1 80 0 5
## 3 3 80 0 24
## 4 2 80 0 5
## 5 1 80 2 7
## 6 3 80 1 19
## 7 1 80 1 8
## 8 3 80 0 2
## 9 3 80 3 10
## 10 2 80 0 29
## 11 1 80 1 28
## 12 3 80 1 7
## 13 1 80 1 6
## 14 2 80 1 5
## 15 2 80 2 10
## 16 1 80 1 4
## 17 4 80 2 11
## 18 3 80 1 7
## 19 4 80 1 10
## 20 2 80 0 6
## 21 3 80 0 9
## 22 2 80 1 9
## 23 4 80 0 9
## 24 2 80 2 6
## 25 2 80 2 29
## 26 3 80 1 12
## 27 3 80 0 11
## 28 4 80 0 21
## 29 4 80 0 10
## 30 2 80 1 6
## 31 4 80 1 6
## 32 3 80 1 11
## 33 3 80 1 18
## 34 3 80 2 8
## 35 2 80 1 26
## 36 3 80 1 4
## 37 3 80 1 21
## 38 3 80 2 8
## 39 3 80 0 2
## 40 4 80 0 1
## 41 2 80 1 25
## 42 2 80 1 7
## 43 4 80 1 7
## 44 4 80 0 14
## 45 2 80 0 8
## 46 2 80 0 5
## 47 3 80 1 3
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## 49 2 80 0 1
## 50 1 80 3 12
## 51 1 80 0 4
## 52 4 80 0 1
## 53 2 80 1 9
## 54 1 80 1 10
## 55 3 80 1 36
## 56 3 80 1 10
## 57 3 80 2 10
## 58 1 80 1 20
## 59 2 80 2 1
## 60 3 80 0 8
## 61 3 80 1 15
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## 63 3 80 1 10
## 64 4 80 1 3
## 65 2 80 0 1
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## 67 3 80 1 17
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## 70 4 80 1 1
## 71 2 80 0 15
## 72 1 80 1 11
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## 74 2 80 1 4
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## 76 4 80 1 6
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## 78 2 80 2 3
## 79 2 80 1 8
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## 81 2 80 2 10
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## 115 1 80 1 8
## 116 1 80 0 8
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## 137 1 80 0 2
## 138 2 80 1 10
## 139 2 80 1 26
## 140 4 80 1 13
## 141 2 80 2 17
## 142 3 80 1 12
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## 154 4 80 1 25
## 155 2 80 1 21
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## 161 1 80 3 4
## 162 2 80 0 10
## 163 2 80 1 9
## 164 3 80 1 1
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## 168 3 80 1 16
## 169 3 80 0 9
## 170 1 80 1 11
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## 172 2 80 0 6
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## 186 3 80 1 6
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## 229 3 80 1 8
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## 234 4 80 1 35
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## 250 4 80 2 8
## 251 2 80 1 20
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## 253 2 80 0 10
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## 260 1 80 1 4
## 261 1 80 1 9
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## 263 2 80 2 10
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## 266 1 80 2 6
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## 273 2 80 0 27
## 274 2 80 0 4
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## 276 3 80 0 8
## 277 1 80 0 6
## 278 2 80 1 4
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## 280 1 80 3 11
## 281 4 80 3 4
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## 283 4 80 0 20
## 284 4 80 0 1
## 285 3 80 0 16
## 286 3 80 0 21
## 287 3 80 3 5
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## 294 4 80 0 12
## 295 1 80 1 8
## 296 3 80 1 2
## 297 4 80 1 14
## 298 2 80 0 6
## 299 3 80 2 6
## 300 1 80 1 8
## TrainingTimesLastYear WorkLifeBalance YearsAtCompany YearsInCurrentRole
## 1 5 3 7 7
## 2 4 3 3 2
## 3 2 2 19 7
## 4 3 3 5 4
## 5 3 3 7 7
## 6 6 4 1 0
## 7 2 4 7 7
## 8 2 1 2 2
## 9 2 2 10 7
## 10 1 2 5 2
## 11 1 4 7 7
## 12 3 3 4 2
## 13 5 2 6 0
## 14 3 3 4 2
## 15 2 3 0 0
## 16 3 4 3 2
## 17 3 3 7 0
## 18 3 3 0 0
## 19 3 2 7 7
## 20 2 1 5 4
## 21 4 3 9 8
## 22 3 3 4 2
## 23 3 3 9 8
## 24 3 3 6 5
## 25 3 3 8 7
## 26 4 2 9 8
## 27 2 2 0 0
## 28 3 2 20 8
## 29 6 4 10 8
## 30 3 3 2 2
## 31 3 3 2 2
## 32 4 2 1 0
## 33 2 3 8 7
## 34 3 2 1 0
## 35 4 4 9 3
## 36 3 3 3 2
## 37 5 2 10 9
## 38 2 2 6 2
## 39 3 2 2 2
## 40 2 3 1 0
## 41 2 3 8 7
## 42 2 3 6 2
## 43 5 2 4 3
## 44 6 3 11 10
## 45 6 3 2 2
## 46 2 3 4 3
## 47 3 3 3 2
## 48 4 3 5 3
## 49 5 3 1 0
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## 51 3 3 3 2
## 52 2 3 1 0
## 53 3 2 1 0
## 54 3 4 4 3
## 55 6 3 10 8
## 56 3 3 7 7
## 57 4 4 10 7
## 58 3 3 18 16
## 59 2 2 1 0
## 60 2 2 7 7
## 61 3 3 15 14
## 62 6 3 7 7
## 63 2 3 10 7
## 64 3 2 1 0
## 65 2 3 1 0
## 66 2 2 0 0
## 67 3 3 4 2
## 68 2 3 4 2
## 69 2 3 7 7
## 70 3 3 1 0
## 71 3 1 5 4
## 72 3 3 7 6
## 73 3 2 21 16
## 74 2 3 3 2
## 75 2 3 0 0
## 76 0 4 6 4
## 77 3 3 1 0
## 78 3 1 3 2
## 79 2 2 7 7
## 80 2 3 5 4
## 81 1 2 6 3
## 82 3 2 7 7
## 83 3 2 4 3
## 84 3 2 5 4
## 85 2 2 5 4
## 86 2 4 5 0
## 87 3 2 6 4
## 88 2 3 8 7
## 89 2 3 2 0
## 90 2 3 31 15
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## 99 3 3 2 2
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## 101 5 3 7 7
## 102 2 1 9 7
## 103 2 2 4 2
## 104 0 4 1 0
## 105 6 3 4 2
## 106 3 2 4 3
## 107 0 3 2 2
## 108 2 3 5 2
## 109 2 3 17 14
## 110 2 4 1 0
## 111 5 3 5 3
## 112 3 3 3 2
## 113 3 2 2 2
## 114 2 3 4 2
## 115 2 2 6 3
## 116 2 3 4 1
## 117 5 3 0 0
## 118 3 2 4 3
## 119 2 3 21 6
## 120 5 3 2 2
## 121 2 3 5 4
## 122 1 3 5 3
## 123 2 1 11 9
## 124 2 3 0 0
## 125 1 3 5 3
## 126 3 3 16 13
## 127 0 2 2 1
## 128 3 2 20 7
## 129 2 3 10 9
## 130 2 1 1 0
## 131 2 3 4 2
## 132 3 3 0 0
## 133 4 2 9 5
## 134 2 3 5 0
## 135 3 2 8 2
## 136 3 2 4 2
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## 142 3 3 1 0
## 143 2 3 13 12
## 144 3 2 7 1
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## 148 3 3 10 8
## 149 2 3 10 9
## 150 2 3 0 0
## 151 3 4 8 7
## 152 6 3 1 0
## 153 2 3 2 2
## 154 3 2 23 15
## 155 2 2 7 6
## 156 3 2 6 0
## 157 1 3 2 2
## 158 3 3 5 4
## 159 3 3 2 2
## 160 1 3 20 6
## 161 3 2 3 2
## 162 5 3 9 7
## 163 3 3 9 8
## 164 3 2 1 0
## 165 2 4 8 7
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## 171 2 4 5 4
## 172 1 3 3 2
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## 179 2 3 8 2
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## 182 2 3 8 1
## 183 3 3 5 2
## 184 2 3 2 2
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## 186 5 3 2 2
## 187 1 3 2 2
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## 189 4 2 10 0
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## 193 2 1 13 11
## 194 2 3 3 2
## 195 2 3 5 3
## 196 2 4 4 3
## 197 2 3 5 3
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## 199 2 3 4 3
## 200 2 3 2 2
## 201 4 3 1 0
## 202 5 1 13 10
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## 205 3 3 0 0
## 206 2 3 26 15
## 207 3 2 14 13
## 208 2 3 10 8
## 209 2 3 8 0
## 210 3 3 5 4
## 211 2 3 2 2
## 212 5 3 4 3
## 213 3 2 1 0
## 214 2 3 11 9
## 215 2 3 9 7
## 216 2 3 18 13
## 217 3 3 5 2
## 218 0 1 1 0
## 219 4 3 5 2
## 220 3 3 6 2
## 221 2 3 7 7
## 222 4 2 15 12
## 223 1 3 10 8
## 224 2 4 5 1
## 225 2 3 6 3
## 226 2 2 6 5
## 227 2 2 3 1
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## 230 4 1 10 3
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## 232 5 3 5 4
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## 242 1 1 6 4
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## 245 3 3 17 14
## 246 2 2 7 6
## 247 2 2 1 0
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## 251 3 3 3 2
## 252 3 2 5 4
## 253 6 3 10 8
## 254 1 3 20 8
## 255 5 2 1 0
## 256 5 4 0 0
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## 259 2 3 22 10
## 260 3 2 4 3
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## 263 4 3 10 2
## 264 3 3 4 3
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## 274 3 3 4 2
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## 276 3 3 5 3
## 277 3 4 4 3
## 278 0 2 2 2
## 279 5 3 3 2
## 280 3 3 11 10
## 281 2 3 4 2
## 282 3 3 6 2
## 283 4 2 4 3
## 284 4 2 1 1
## 285 2 2 15 11
## 286 6 3 7 7
## 287 3 3 3 2
## 288 2 3 1 0
## 289 0 3 4 2
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## 292 4 4 1 0
## 293 3 4 11 8
## 294 3 4 6 5
## 295 2 3 8 7
## 296 2 3 2 2
## 297 6 3 11 10
## 298 6 3 5 4
## 299 5 2 5 3
## 300 3 2 8 7
## YearsSinceLastPromotion YearsWithCurrManager
## 1 7 7
## 2 0 2
## 3 3 8
## 4 0 2
## 5 0 7
## 6 0 0
## 7 0 7
## 8 2 2
## 9 0 9
## 10 0 3
## 11 4 3
## 12 0 3
## 13 1 2
## 14 1 1
## 15 0 0
## 16 0 2
## 17 1 6
## 18 0 0
## 19 1 7
## 20 1 4
## 21 8 8
## 22 1 3
## 23 4 7
## 24 0 4
## 25 0 7
## 26 4 7
## 27 0 0
## 28 2 10
## 29 9 6
## 30 2 2
## 31 2 2
## 32 0 0
## 33 7 7
## 34 0 0
## 35 1 1
## 36 0 2
## 37 9 5
## 38 0 4
## 39 2 2
## 40 0 0
## 41 0 7
## 42 1 2
## 43 0 2
## 44 5 8
## 45 2 1
## 46 1 2
## 47 1 2
## 48 1 2
## 49 0 0
## 50 0 0
## 51 1 2
## 52 0 1
## 53 0 0
## 54 0 3
## 55 4 7
## 56 1 7
## 57 0 8
## 58 1 11
## 59 0 0
## 60 3 6
## 61 0 7
## 62 7 7
## 63 0 7
## 64 0 0
## 65 0 0
## 66 0 0
## 67 0 3
## 68 0 3
## 69 1 7
## 70 0 0
## 71 1 0
## 72 7 6
## 73 7 9
## 74 2 2
## 75 0 0
## 76 1 3
## 77 1 0
## 78 0 2
## 79 1 0
## 80 1 3
## 81 3 3
## 82 7 5
## 83 0 1
## 84 0 2
## 85 0 3
## 86 0 3
## 87 0 2
## 88 7 7
## 89 0 2
## 90 13 8
## 91 1 5
## 92 4 7
## 93 1 2
## 94 3 6
## 95 2 1
## 96 13 8
## 97 0 4
## 98 9 0
## 99 2 2
## 100 0 2
## 101 0 7
## 102 8 5
## 103 0 2
## 104 0 0
## 105 3 2
## 106 0 1
## 107 2 2
## 108 0 3
## 109 5 15
## 110 0 0
## 111 4 2
## 112 1 2
## 113 2 2
## 114 0 0
## 115 0 0
## 116 0 3
## 117 0 0
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## 119 2 8
## 120 2 2
## 121 0 4
## 122 0 4
## 123 4 7
## 124 0 0
## 125 1 3
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## 130 0 1
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## 133 1 6
## 134 0 4
## 135 7 6
## 136 0 1
## 137 2 2
## 138 1 2
## 139 4 7
## 140 4 5
## 141 0 0
## 142 0 0
## 143 11 9
## 144 0 7
## 145 0 1
## 146 0 2
## 147 7 8
## 148 0 6
## 149 7 4
## 150 0 0
## 151 3 7
## 152 0 0
## 153 2 2
## 154 14 4
## 155 7 7
## 156 1 3
## 157 1 0
## 158 1 3
## 159 2 0
## 160 3 6
## 161 1 2
## 162 1 8
## 163 0 8
## 164 1 0
## 165 0 7
## 166 1 1
## 167 1 4
## 168 7 1
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## 170 1 1
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## 172 0 2
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## 174 4 11
## 175 1 4
## 176 0 0
## 177 1 4
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## 179 7 7
## 180 2 2
## 181 1 9
## 182 1 7
## 183 0 2
## 184 2 2
## 185 1 2
## 186 0 2
## 187 2 0
## 188 1 9
## 189 4 7
## 190 0 4
## 191 2 8
## 192 7 2
## 193 4 7
## 194 0 2
## 195 1 2
## 196 0 2
## 197 0 2
## 198 11 10
## 199 0 3
## 200 2 2
## 201 0 0
## 202 3 12
## 203 2 2
## 204 1 7
## 205 0 0
## 206 15 9
## 207 4 8
## 208 0 2
## 209 7 7
## 210 0 2
## 211 2 2
## 212 1 1
## 213 1 0
## 214 6 9
## 215 1 8
## 216 1 12
## 217 0 2
## 218 0 1
## 219 0 3
## 220 4 4
## 221 1 7
## 222 11 11
## 223 0 7
## 224 1 3
## 225 1 5
## 226 4 3
## 227 0 2
## 228 1 2
## 229 0 7
## 230 0 8
## 231 9 9
## 232 1 3
## 233 7 5
## 234 0 4
## 235 0 1
## 236 1 1
## 237 6 8
## 238 0 2
## 239 0 7
## 240 0 4
## 241 2 9
## 242 0 4
## 243 7 7
## 244 1 3
## 245 12 11
## 246 7 3
## 247 0 1
## 248 7 5
## 249 0 4
## 250 0 6
## 251 2 0
## 252 2 1
## 253 8 7
## 254 11 8
## 255 0 0
## 256 0 0
## 257 1 2
## 258 1 4
## 259 0 4
## 260 1 1
## 261 2 2
## 262 15 2
## 263 2 2
## 264 3 3
## 265 0 4
## 266 1 3
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## 268 1 7
## 269 5 13
## 270 6 11
## 271 7 8
## 272 4 2
## 273 4 8
## 274 0 2
## 275 0 2
## 276 0 1
## 277 1 2
## 278 2 2
## 279 1 2
## 280 10 8
## 281 0 3
## 282 0 0
## 283 0 3
## 284 0 0
## 285 5 11
## 286 1 0
## 287 0 2
## 288 0 0
## 289 2 2
## 290 0 1
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## 292 0 0
## 293 3 10
## 294 1 2
## 295 1 7
## 296 2 2
## 297 11 1
## 298 4 4
## 299 0 3
## 300 1 7
combinedEmployeeDataframe = merge(x = turnoverDataframe, noSalaryDataframeCSV, all = TRUE)
combinedEmployeeDataframe
## ID Age Attrition BusinessTravel DailyRate Department
## 1 1 32 No Travel_Rarely 117 Sales
## 2 2 40 No Travel_Rarely 1308 Research & Development
## 3 3 35 No Travel_Frequently 200 Research & Development
## 4 4 32 No Travel_Rarely 801 Sales
## 5 5 24 No Travel_Frequently 567 Research & Development
## 6 6 27 No Travel_Frequently 294 Research & Development
## 7 7 41 No Travel_Rarely 1283 Research & Development
## 8 8 37 No Travel_Rarely 309 Sales
## 9 9 34 No Travel_Rarely 1333 Sales
## 10 10 34 No Travel_Frequently 653 Research & Development
## 11 11 43 No Travel_Rarely 823 Research & Development
## 12 12 28 No Non-Travel 280 Human Resources
## 13 13 35 No Travel_Rarely 950 Research & Development
## 14 14 30 No Travel_Rarely 202 Sales
## 15 15 46 No Travel_Rarely 991 Human Resources
## 16 16 31 No Non-Travel 1188 Sales
## 17 17 32 No Travel_Rarely 498 Research & Development
## 18 18 46 No Non-Travel 1144 Research & Development
## 19 19 34 No Travel_Rarely 181 Research & Development
## 20 20 44 No Travel_Rarely 170 Research & Development
## 21 21 36 No Travel_Rarely 913 Research & Development
## 22 22 48 No Travel_Rarely 817 Sales
## 23 23 43 No Travel_Frequently 1001 Research & Development
## 24 24 31 No Travel_Frequently 715 Sales
## 25 25 33 No Travel_Rarely 1069 Research & Development
## 26 26 44 No Travel_Rarely 1099 Sales
## 27 27 38 No Travel_Rarely 1245 Sales
## 28 28 33 Yes Travel_Rarely 603 Sales
## 29 29 53 Yes Travel_Rarely 1168 Sales
## 30 30 52 No Non-Travel 715 Research & Development
## 31 31 32 No Travel_Frequently 689 Sales
## 32 32 33 No Travel_Rarely 267 Research & Development
## 33 33 46 No Travel_Rarely 488 Sales
## 34 34 35 No Travel_Rarely 982 Research & Development
## 35 35 32 No Travel_Rarely 1373 Research & Development
## 36 36 32 No Travel_Frequently 1311 Research & Development
## 37 37 35 Yes Travel_Rarely 737 Sales
## 38 38 36 Yes Travel_Rarely 1456 Sales
## 39 39 56 No Travel_Rarely 206 Human Resources
## 40 40 31 No Travel_Frequently 793 Sales
## 41 41 58 No Non-Travel 350 Sales
## 42 42 45 No Travel_Rarely 954 Sales
## 43 43 49 No Travel_Rarely 464 Research & Development
## 44 44 42 No Travel_Rarely 1059 Research & Development
## 45 45 23 No Travel_Rarely 373 Research & Development
## 46 46 42 No Travel_Frequently 748 Research & Development
## 47 47 32 Yes Travel_Rarely 964 Sales
## 48 48 38 No Travel_Rarely 770 Sales
## 49 49 18 Yes Travel_Frequently 1306 Sales
## 50 50 27 No Non-Travel 691 Research & Development
## 51 51 38 No Travel_Rarely 362 Research & Development
## 52 52 58 No Travel_Rarely 1055 Research & Development
## 53 53 44 No Travel_Rarely 1117 Research & Development
## 54 54 45 No Non-Travel 805 Research & Development
## 55 55 31 No Travel_Rarely 746 Research & Development
## 56 56 41 No Travel_Rarely 548 Research & Development
## 57 57 42 Yes Travel_Frequently 933 Research & Development
## 58 58 29 No Travel_Rarely 1370 Research & Development
## 59 59 37 No Non-Travel 728 Research & Development
## 60 60 25 Yes Travel_Frequently 599 Sales
## 61 61 36 Yes Travel_Rarely 530 Sales
## 62 62 36 No Travel_Rarely 325 Research & Development
## 63 63 31 No Travel_Rarely 1154 Sales
## 64 64 18 No Non-Travel 1431 Research & Development
## 65 65 24 Yes Travel_Rarely 984 Research & Development
## 66 66 32 No Travel_Rarely 334 Research & Development
## 67 67 35 No Travel_Rarely 1017 Research & Development
## 68 68 23 No Travel_Rarely 571 Research & Development
## 69 69 35 No Travel_Frequently 664 Research & Development
## 70 70 37 No Travel_Rarely 1372 Research & Development
## 71 71 41 No Travel_Rarely 642 Research & Development
## 72 72 28 No Travel_Rarely 866 Sales
## 73 73 35 Yes Travel_Rarely 556 Research & Development
## 74 74 41 No Travel_Rarely 167 Research & Development
## 75 75 52 Yes Travel_Rarely 1030 Sales
## 76 76 30 No Travel_Frequently 721 Research & Development
## 77 77 34 No Travel_Rarely 971 Sales
## 78 78 46 No Travel_Rarely 563 Sales
## 79 79 45 No Non-Travel 1052 Sales
## 80 80 31 No Travel_Rarely 1276 Research & Development
## 81 81 37 Yes Travel_Rarely 1141 Research & Development
## 82 82 35 No Travel_Rarely 1370 Research & Development
## 83 83 38 No Travel_Frequently 508 Research & Development
## 84 84 37 No Travel_Rarely 1319 Research & Development
## 85 85 36 No Travel_Rarely 429 Research & Development
## 86 86 59 No Travel_Rarely 715 Research & Development
## 87 87 47 No Travel_Rarely 703 Sales
## 88 88 35 Yes Travel_Rarely 622 Research & Development
## 89 89 27 No Travel_Frequently 994 Sales
## 90 90 46 No Travel_Rarely 705 Sales
## 91 91 38 No Travel_Frequently 1490 Research & Development
## 92 92 29 Yes Travel_Rarely 408 Sales
## 93 93 37 Yes Travel_Rarely 1373 Research & Development
## 94 94 35 No Travel_Rarely 670 Research & Development
## 95 95 50 No Travel_Rarely 1452 Research & Development
## 96 96 42 No Travel_Rarely 635 Sales
## 97 97 46 No Travel_Rarely 228 Sales
## 98 98 37 No Non-Travel 1040 Research & Development
## 99 99 29 No Travel_Frequently 410 Research & Development
## 100 100 34 No Travel_Rarely 401 Research & Development
## 101 101 27 No Travel_Rarely 1377 Research & Development
## 102 102 31 No Travel_Rarely 326 Sales
## 103 103 34 No Non-Travel 1381 Sales
## 104 104 23 No Travel_Rarely 885 Research & Development
## 105 105 53 No Travel_Rarely 447 Research & Development
## 106 106 26 No Travel_Rarely 1384 Research & Development
## 107 107 29 No Non-Travel 1496 Research & Development
## 108 108 55 No Travel_Rarely 189 Human Resources
## 109 109 46 Yes Travel_Rarely 261 Research & Development
## 110 110 32 No Travel_Rarely 529 Research & Development
## 111 111 28 No Travel_Frequently 773 Research & Development
## 112 112 52 No Travel_Rarely 1053 Research & Development
## 113 113 52 No Travel_Rarely 994 Research & Development
## 114 114 35 No Non-Travel 1225 Research & Development
## 115 115 35 No Travel_Rarely 1361 Sales
## 116 116 37 No Non-Travel 1252 Sales
## 117 117 25 No Travel_Rarely 1356 Sales
## 118 118 29 No Travel_Rarely 1378 Research & Development
## 119 119 41 No Travel_Rarely 465 Research & Development
## 120 120 34 No Travel_Rarely 404 Research & Development
## 121 121 36 No Non-Travel 427 Research & Development
## 122 122 21 No Travel_Rarely 501 Sales
## 123 123 45 No Travel_Rarely 930 Sales
## 124 124 38 No Travel_Rarely 243 Sales
## 125 125 29 No Travel_Frequently 442 Sales
## 126 126 35 No Travel_Rarely 1224 Sales
## 127 127 32 Yes Travel_Frequently 1125 Research & Development
## 128 128 45 No Travel_Rarely 556 Research & Development
## 129 129 43 No Travel_Rarely 930 Research & Development
## 130 130 46 No Travel_Rarely 1319 Sales
## 131 131 29 No Travel_Rarely 991 Sales
## 132 132 49 No Travel_Rarely 1313 Sales
## 133 133 42 No Travel_Frequently 1368 Research & Development
## 134 134 39 No Travel_Rarely 492 Research & Development
## 135 135 43 No Travel_Frequently 559 Research & Development
## 136 136 40 No Travel_Frequently 791 Research & Development
## 137 137 29 Yes Travel_Rarely 805 Research & Development
## 138 138 54 No Travel_Rarely 1441 Research & Development
## 139 139 39 Yes Travel_Rarely 1122 Research & Development
## 140 140 37 No Travel_Rarely 1189 Sales
## 141 141 56 No Travel_Rarely 1369 Research & Development
## 142 142 58 No Travel_Rarely 848 Research & Development
## 143 143 46 No Travel_Rarely 566 Research & Development
## 144 144 37 No Travel_Rarely 228 Sales
## 145 145 40 No Travel_Rarely 1202 Research & Development
## 146 146 29 No Non-Travel 746 Sales
## 147 147 33 No Travel_Rarely 931 Research & Development
## 148 148 33 No Travel_Rarely 1242 Sales
## 149 149 24 No Travel_Rarely 477 Research & Development
## 150 150 28 No Travel_Rarely 580 Research & Development
## 151 151 31 Yes Travel_Rarely 1365 Sales
## 152 152 32 No Travel_Rarely 929 Sales
## 153 153 32 No Travel_Rarely 906 Sales
## 154 154 41 No Travel_Rarely 447 Research & Development
## 155 155 34 No Travel_Rarely 546 Research & Development
## 156 156 30 No Non-Travel 641 Sales
## 157 157 40 No Travel_Rarely 444 Sales
## 158 158 39 Yes Travel_Frequently 203 Research & Development
## 159 159 43 No Travel_Frequently 1082 Research & Development
## 160 160 42 No Travel_Frequently 458 Research & Development
## 161 161 30 No Travel_Rarely 852 Research & Development
## 162 162 28 Yes Non-Travel 1366 Research & Development
## 163 163 33 No Travel_Rarely 1216 Sales
## 164 164 42 No Travel_Rarely 916 Research & Development
## 165 165 35 No Travel_Rarely 1232 Sales
## 166 166 20 Yes Travel_Rarely 500 Sales
## 167 167 49 No Travel_Rarely 301 Research & Development
## 168 168 33 No Travel_Rarely 922 Research & Development
## 169 169 52 No Travel_Rarely 956 Research & Development
## 170 170 29 No Travel_Rarely 1107 Research & Development
## 171 171 30 No Travel_Rarely 501 Sales
## 172 172 47 No Non-Travel 1169 Research & Development
## 173 173 46 No Travel_Frequently 1034 Research & Development
## 174 174 33 No Travel_Rarely 536 Sales
## 175 175 53 No Travel_Rarely 1376 Sales
## 176 176 21 No Travel_Rarely 984 Research & Development
## 177 177 55 Yes Travel_Rarely 725 Research & Development
## 178 178 26 Yes Travel_Frequently 342 Research & Development
## 179 179 32 No Travel_Frequently 967 Sales
## 180 180 38 No Travel_Rarely 702 Sales
## 181 181 35 No Travel_Rarely 819 Research & Development
## 182 182 38 No Travel_Rarely 1009 Sales
## 183 183 43 No Travel_Frequently 957 Research & Development
## 184 184 39 No Travel_Rarely 1089 Research & Development
## 185 185 39 No Travel_Frequently 443 Research & Development
## 186 186 28 No Travel_Rarely 1158 Research & Development
## 187 187 25 No Travel_Frequently 772 Research & Development
## 188 188 47 No Travel_Rarely 1225 Sales
## 189 189 50 No Travel_Rarely 797 Research & Development
## 190 190 28 No Non-Travel 120 Sales
## 191 191 30 No Travel_Rarely 1275 Research & Development
## 192 192 31 No Travel_Frequently 1125 Sales
## 193 193 46 No Travel_Rarely 1485 Research & Development
## 194 194 48 No Travel_Rarely 163 Sales
## 195 195 26 No Travel_Rarely 683 Research & Development
## 196 196 51 No Travel_Rarely 833 Research & Development
## 197 197 51 No Travel_Rarely 432 Research & Development
## 198 198 49 No Travel_Rarely 174 Sales
## 199 199 44 No Travel_Rarely 477 Research & Development
## 200 200 24 No Travel_Rarely 823 Research & Development
## 201 201 40 Yes Non-Travel 1479 Sales
## 202 202 32 No Travel_Rarely 548 Research & Development
## 203 203 32 No Travel_Rarely 859 Research & Development
## 204 204 28 Yes Travel_Rarely 654 Research & Development
## 205 205 32 No Travel_Rarely 1401 Sales
## 206 206 44 No Travel_Rarely 661 Research & Development
## 207 207 43 Yes Travel_Rarely 1372 Sales
## 208 208 38 Yes Travel_Rarely 1180 Research & Development
## 209 209 30 No Travel_Rarely 201 Research & Development
## 210 210 41 No Travel_Rarely 802 Sales
## 211 211 41 No Travel_Rarely 582 Research & Development
## 212 212 42 No Travel_Rarely 265 Sales
## 213 213 37 No Travel_Rarely 1225 Research & Development
## 214 214 42 No Travel_Rarely 932 Research & Development
## 215 215 27 No Travel_Rarely 1115 Research & Development
## 216 216 40 No Travel_Rarely 896 Research & Development
## 217 217 38 No Travel_Rarely 1495 Research & Development
## 218 218 48 No Travel_Frequently 117 Research & Development
## 219 219 30 No Travel_Rarely 438 Research & Development
## 220 220 26 No Travel_Rarely 583 Research & Development
## 221 221 34 No Travel_Rarely 304 Sales
## 222 222 45 Yes Travel_Frequently 306 Sales
## 223 223 33 No Non-Travel 530 Sales
## 224 224 28 No Travel_Rarely 1423 Research & Development
## 225 225 38 No Travel_Rarely 1206 Research & Development
## 226 226 30 No Travel_Rarely 911 Research & Development
## 227 227 35 No Travel_Rarely 464 Research & Development
## 228 228 22 No Travel_Rarely 1136 Research & Development
## 229 229 24 No Travel_Rarely 1353 Sales
## 230 230 49 No Travel_Rarely 465 Research & Development
## 231 231 45 No Travel_Rarely 1329 Research & Development
## 232 232 35 No Travel_Rarely 890 Sales
## 233 233 47 Yes Travel_Frequently 1093 Sales
## 234 234 54 No Travel_Rarely 1147 Sales
## 235 235 43 No Travel_Frequently 394 Sales
## 236 236 37 Yes Travel_Rarely 625 Sales
## 237 237 42 No Travel_Rarely 300 Research & Development
## 238 238 32 No Travel_Rarely 646 Research & Development
## 239 239 25 No Travel_Rarely 309 Human Resources
## 240 240 50 No Travel_Rarely 813 Research & Development
## 241 241 42 No Travel_Rarely 319 Research & Development
## 242 242 45 No Travel_Frequently 364 Research & Development
## 243 243 29 No Travel_Rarely 1328 Research & Development
## 244 244 25 Yes Travel_Rarely 383 Sales
## 245 245 29 No Travel_Rarely 718 Research & Development
## 246 246 29 No Travel_Rarely 1086 Research & Development
## 247 247 31 No Travel_Rarely 1232 Research & Development
## 248 248 32 No Travel_Rarely 234 Sales
## 249 249 41 No Travel_Frequently 1200 Research & Development
## 250 250 41 No Travel_Rarely 1276 Sales
## 251 251 33 No Non-Travel 1313 Research & Development
## 252 252 36 No Non-Travel 1229 Sales
## 253 253 45 No Travel_Rarely 252 Research & Development
## 254 254 31 Yes Travel_Rarely 359 Human Resources
## 255 255 40 No Non-Travel 218 Research & Development
## 256 256 43 No Non-Travel 343 Research & Development
## 257 257 31 No Travel_Frequently 444 Sales
## 258 258 30 No Travel_Rarely 855 Sales
## 259 259 34 No Travel_Rarely 1480 Sales
## 260 260 25 No Travel_Rarely 977 Research & Development
## 261 261 31 Yes Travel_Frequently 703 Sales
## 262 262 29 Yes Travel_Rarely 224 Research & Development
## 263 263 33 Yes Travel_Rarely 813 Research & Development
## 264 264 29 No Travel_Frequently 1404 Sales
## 265 265 24 No Travel_Rarely 1127 Research & Development
## 266 266 35 No Travel_Rarely 809 Research & Development
## 267 267 34 No Travel_Frequently 829 Research & Development
## 268 268 32 Yes Travel_Rarely 1259 Research & Development
## 269 269 33 No Travel_Frequently 1303 Research & Development
## 270 270 30 No Travel_Rarely 1176 Research & Development
## 271 271 45 No Non-Travel 589 Sales
## 272 272 34 No Travel_Rarely 1130 Research & Development
## 273 273 27 No Travel_Rarely 728 Sales
## 274 274 36 No Travel_Rarely 329 Sales
## 275 275 55 No Travel_Rarely 692 Research & Development
## 276 276 56 No Travel_Rarely 718 Research & Development
## 277 277 22 No Travel_Rarely 253 Research & Development
## 278 278 43 No Travel_Frequently 185 Research & Development
## 279 279 25 Yes Travel_Rarely 240 Sales
## 280 280 55 No Travel_Rarely 1229 Research & Development
## 281 281 43 No Travel_Rarely 1179 Sales
## 282 282 41 No Travel_Rarely 263 Research & Development
## 283 283 40 No Travel_Rarely 1194 Research & Development
## 284 284 31 No Travel_Rarely 691 Sales
## 285 285 38 No Travel_Rarely 433 Human Resources
## 286 286 33 No Travel_Rarely 589 Research & Development
## 287 287 22 Yes Travel_Rarely 391 Research & Development
## 288 288 34 No Travel_Rarely 1346 Research & Development
## 289 289 36 No Travel_Frequently 1467 Sales
## 290 290 35 No Travel_Rarely 384 Sales
## 291 291 45 No Travel_Rarely 974 Research & Development
## 292 292 36 No Non-Travel 1105 Research & Development
## 293 293 27 No Travel_Rarely 894 Research & Development
## 294 294 47 No Non-Travel 1162 Research & Development
## 295 295 40 No Travel_Rarely 898 Human Resources
## 296 296 35 No Travel_Rarely 1490 Research & Development
## 297 297 34 No Travel_Frequently 1069 Research & Development
## 298 298 34 Yes Travel_Frequently 658 Research & Development
## 299 299 31 Yes Non-Travel 335 Research & Development
## 300 300 28 Yes Travel_Rarely 1157 Research & Development
## 301 301 32 No Travel_Frequently 379 Sales
## 302 302 35 No Travel_Frequently 853 Sales
## 303 303 55 No Travel_Rarely 1441 Research & Development
## 304 304 35 No Travel_Rarely 1395 Research & Development
## 305 305 58 Yes Travel_Rarely 289 Research & Development
## 306 306 24 No Non-Travel 1269 Research & Development
## 307 307 50 No Travel_Rarely 804 Research & Development
## 308 308 34 No Non-Travel 697 Research & Development
## 309 309 55 No Travel_Frequently 135 Research & Development
## 310 310 25 No Travel_Rarely 810 Sales
## 311 311 34 No Travel_Rarely 1351 Research & Development
## 312 312 40 No Travel_Rarely 302 Research & Development
## 313 313 31 Yes Travel_Frequently 561 Research & Development
## 314 314 51 No Travel_Rarely 1169 Research & Development
## 315 315 60 No Travel_Rarely 1179 Sales
## 316 316 47 No Travel_Rarely 955 Sales
## 317 317 34 No Travel_Frequently 303 Sales
## 318 318 24 No Travel_Rarely 771 Research & Development
## 319 319 39 No Travel_Rarely 1498 Sales
## 320 320 19 No Travel_Rarely 265 Research & Development
## 321 321 32 No Non-Travel 1184 Research & Development
## 322 322 34 No Travel_Rarely 1397 Research & Development
## 323 323 30 No Travel_Frequently 1012 Research & Development
## 324 324 46 No Travel_Rarely 1003 Research & Development
## 325 325 39 No Travel_Rarely 466 Research & Development
## 326 326 27 No Travel_Rarely 618 Research & Development
## 327 327 44 No Travel_Rarely 1313 Research & Development
## 328 328 42 No Travel_Rarely 557 Research & Development
## 329 329 38 No Travel_Frequently 1394 Research & Development
## 330 330 42 No Travel_Rarely 1147 Human Resources
## 331 331 49 No Travel_Rarely 809 Research & Development
## 332 332 32 Yes Travel_Rarely 1045 Sales
## 333 333 44 Yes Travel_Frequently 429 Research & Development
## 334 334 27 No Travel_Rarely 608 Research & Development
## 335 335 59 No Non-Travel 1420 Human Resources
## 336 336 33 Yes Travel_Frequently 827 Research & Development
## 337 337 35 No Travel_Frequently 1182 Sales
## 338 338 34 No Travel_Frequently 618 Research & Development
## 339 339 50 Yes Travel_Frequently 959 Sales
## 340 340 27 No Travel_Rarely 1240 Research & Development
## 341 341 36 No Travel_Rarely 852 Research & Development
## 342 342 28 No Travel_Frequently 193 Research & Development
## 343 343 33 No Travel_Rarely 654 Research & Development
## 344 344 30 No Travel_Frequently 160 Research & Development
## 345 345 30 No Travel_Rarely 1329 Sales
## 346 346 39 No Travel_Rarely 119 Sales
## 347 347 34 No Travel_Frequently 1003 Research & Development
## 348 348 26 No Travel_Frequently 1479 Research & Development
## 349 349 44 No Non-Travel 111 Research & Development
## 350 350 56 No Travel_Rarely 832 Research & Development
## 351 351 42 No Travel_Rarely 1396 Research & Development
## 352 352 31 No Travel_Rarely 218 Sales
## 353 353 40 No Travel_Frequently 902 Research & Development
## 354 354 40 No Non-Travel 1142 Research & Development
## 355 355 41 No Travel_Rarely 796 Sales
## 356 356 34 No Travel_Rarely 1326 Sales
## 357 357 26 No Travel_Rarely 841 Research & Development
## 358 358 29 Yes Travel_Rarely 408 Research & Development
## 359 359 32 No Travel_Rarely 427 Research & Development
## 360 360 36 No Travel_Rarely 1403 Research & Development
## 361 361 52 No Travel_Rarely 699 Research & Development
## 362 362 29 Yes Travel_Frequently 746 Sales
## 363 363 52 Yes Travel_Rarely 266 Sales
## 364 364 40 No Travel_Rarely 1416 Research & Development
## 365 365 55 No Travel_Rarely 282 Research & Development
## 366 366 56 No Travel_Frequently 906 Sales
## 367 367 34 No Travel_Frequently 135 Research & Development
## 368 368 40 No Travel_Rarely 1342 Sales
## 369 369 23 No Travel_Rarely 977 Research & Development
## 370 370 32 No Travel_Rarely 1018 Research & Development
## 371 371 31 No Travel_Frequently 853 Research & Development
## 372 372 30 No Non-Travel 1398 Sales
## 373 373 45 No Travel_Frequently 1249 Research & Development
## 374 374 37 No Travel_Rarely 1470 Research & Development
## 375 375 20 No Travel_Rarely 727 Sales
## 376 376 50 No Travel_Frequently 333 Research & Development
## 377 377 36 Yes Travel_Rarely 885 Research & Development
## 378 378 42 No Travel_Rarely 419 Sales
## 379 379 29 No Travel_Rarely 942 Research & Development
## 380 380 30 Yes Travel_Rarely 138 Research & Development
## 381 381 47 No Travel_Rarely 1482 Research & Development
## 382 382 26 No Travel_Rarely 1355 Human Resources
## 383 383 48 No Travel_Rarely 1221 Sales
## 384 384 23 No Travel_Rarely 541 Sales
## 385 385 51 Yes Travel_Rarely 1323 Research & Development
## 386 386 38 No Travel_Rarely 1333 Research & Development
## 387 387 35 No Travel_Frequently 944 Sales
## 388 388 29 No Travel_Rarely 232 Research & Development
## 389 389 36 No Travel_Rarely 530 Sales
## 390 390 21 Yes Travel_Frequently 756 Sales
## 391 391 34 No Travel_Rarely 1111 Sales
## 392 392 26 No Travel_Rarely 1443 Sales
## 393 393 31 No Non-Travel 976 Research & Development
## 394 394 60 No Travel_Frequently 1499 Sales
## 395 395 42 No Travel_Frequently 1271 Research & Development
## 396 396 31 No Travel_Rarely 192 Research & Development
## 397 397 46 No Travel_Rarely 1009 Research & Development
## 398 398 34 Yes Travel_Rarely 1107 Human Resources
## 399 399 56 No Non-Travel 667 Research & Development
## 400 400 44 No Travel_Frequently 1193 Research & Development
## 401 401 30 No Travel_Rarely 317 Research & Development
## 402 402 42 No Non-Travel 926 Research & Development
## 403 403 47 No Travel_Rarely 207 Research & Development
## 404 404 36 No Travel_Rarely 711 Research & Development
## 405 405 35 No Travel_Rarely 1343 Research & Development
## 406 406 43 No Travel_Rarely 782 Research & Development
## 407 407 31 No Travel_Rarely 196 Sales
## 408 408 36 No Travel_Rarely 917 Research & Development
## 409 409 53 No Travel_Rarely 1219 Sales
## 410 410 43 No Travel_Rarely 589 Research & Development
## 411 411 36 No Travel_Rarely 1278 Human Resources
## 412 412 41 No Travel_Rarely 918 Sales
## 413 413 37 No Travel_Rarely 408 Research & Development
## 414 414 32 No Travel_Frequently 1318 Sales
## 415 415 34 Yes Travel_Frequently 296 Sales
## 416 416 35 No Non-Travel 1180 Research & Development
## 417 417 30 No Non-Travel 1116 Research & Development
## 418 418 36 No Travel_Frequently 566 Research & Development
## 419 419 37 No Travel_Rarely 977 Research & Development
## 420 420 29 No Travel_Rarely 986 Research & Development
## 421 421 34 No Travel_Rarely 1153 Research & Development
## 422 422 37 No Non-Travel 1063 Research & Development
## 423 423 31 Yes Travel_Rarely 249 Sales
## 424 424 18 No Non-Travel 1124 Research & Development
## 425 425 28 No Travel_Rarely 736 Sales
## 426 426 43 No Travel_Rarely 415 Sales
## 427 427 30 No Non-Travel 990 Research & Development
## 428 428 21 No Travel_Rarely 996 Research & Development
## 429 429 32 Yes Travel_Rarely 515 Research & Development
## 430 430 34 No Travel_Rarely 470 Research & Development
## 431 431 27 No Travel_Rarely 1377 Sales
## 432 432 40 No Non-Travel 458 Research & Development
## 433 433 49 Yes Travel_Frequently 1475 Research & Development
## 434 434 29 No Travel_Rarely 590 Research & Development
## 435 435 40 No Travel_Rarely 658 Sales
## 436 436 27 No Travel_Rarely 1130 Sales
## 437 437 28 Yes Travel_Rarely 890 Research & Development
## 438 438 26 No Travel_Rarely 157 Research & Development
## 439 439 50 Yes Travel_Rarely 869 Sales
## 440 440 38 No Travel_Rarely 827 Research & Development
## 441 441 32 No Travel_Frequently 1316 Research & Development
## 442 442 29 No Travel_Rarely 1082 Research & Development
## 443 443 28 Yes Travel_Rarely 529 Research & Development
## 444 444 44 No Travel_Rarely 528 Human Resources
## 445 445 46 No Travel_Rarely 734 Research & Development
## 446 446 47 No Travel_Rarely 465 Research & Development
## 447 447 38 No Travel_Frequently 1189 Research & Development
## 448 448 42 No Travel_Rarely 1128 Research & Development
## 449 449 38 No Travel_Frequently 653 Research & Development
## 450 450 45 No Non-Travel 336 Sales
## 451 451 33 No Travel_Rarely 501 Research & Development
## 452 452 44 No Travel_Rarely 1467 Research & Development
## 453 453 35 Yes Travel_Rarely 303 Sales
## 454 454 33 No Travel_Rarely 217 Sales
## 455 455 48 No Travel_Rarely 1236 Research & Development
## 456 456 40 No Travel_Rarely 611 Sales
## 457 457 31 No Travel_Rarely 1112 Sales
## 458 458 51 No Travel_Rarely 632 Sales
## 459 459 56 No Travel_Rarely 1255 Research & Development
## 460 460 36 No Travel_Rarely 172 Research & Development
## 461 461 42 No Travel_Frequently 1474 Research & Development
## 462 462 36 No Travel_Rarely 311 Research & Development
## 463 463 50 No Travel_Frequently 809 Sales
## 464 464 31 No Travel_Frequently 163 Research & Development
## 465 465 43 Yes Travel_Frequently 807 Research & Development
## 466 466 38 No Travel_Rarely 371 Research & Development
## 467 467 36 No Travel_Rarely 1157 Sales
## 468 468 36 No Travel_Rarely 132 Research & Development
## 469 469 26 Yes Non-Travel 265 Sales
## 470 470 53 No Travel_Rarely 1084 Research & Development
## 471 471 27 No Travel_Rarely 1354 Research & Development
## 472 472 29 Yes Travel_Frequently 459 Research & Development
## 473 473 45 No Travel_Rarely 193 Research & Development
## 474 474 45 No Travel_Rarely 1316 Research & Development
## 475 475 28 No Travel_Rarely 895 Research & Development
## 476 476 46 No Travel_Frequently 1211 Sales
## 477 477 37 No Travel_Rarely 342 Sales
## 478 478 26 No Travel_Rarely 775 Sales
## 479 479 52 No Travel_Rarely 258 Research & Development
## 480 480 37 No Travel_Rarely 161 Research & Development
## 481 481 29 No Travel_Rarely 136 Research & Development
## 482 482 31 No Travel_Rarely 1222 Research & Development
## 483 483 34 No Travel_Frequently 735 Research & Development
## 484 484 56 No Travel_Rarely 713 Research & Development
## 485 485 58 Yes Travel_Rarely 147 Research & Development
## 486 486 41 Yes Travel_Rarely 1102 Sales
## 487 487 30 Yes Travel_Rarely 945 Sales
## 488 488 31 No Travel_Rarely 670 Research & Development
## 489 489 48 Yes Travel_Rarely 626 Research & Development
## 490 490 34 No Travel_Rarely 970 Research & Development
## 491 491 49 No Travel_Frequently 636 Research & Development
## 492 492 50 No Travel_Rarely 1322 Research & Development
## 493 493 29 No Travel_Rarely 469 Sales
## 494 494 35 No Travel_Rarely 1029 Research & Development
## 495 495 36 No Travel_Rarely 1266 Sales
## 496 496 51 No Travel_Rarely 1318 Sales
## 497 497 45 No Travel_Rarely 192 Research & Development
## 498 498 37 No Travel_Frequently 889 Research & Development
## 499 499 36 No Travel_Rarely 1299 Research & Development
## 500 500 39 No Non-Travel 1251 Sales
## 501 501 58 Yes Travel_Rarely 601 Research & Development
## 502 502 28 Yes Travel_Rarely 103 Research & Development
## 503 503 48 Yes Travel_Frequently 708 Sales
## 504 504 29 No Travel_Rarely 1389 Research & Development
## 505 505 47 No Travel_Rarely 359 Research & Development
## 506 506 32 No Travel_Rarely 824 Research & Development
## 507 507 33 Yes Travel_Rarely 350 Sales
## 508 508 51 No Travel_Frequently 541 Sales
## 509 509 37 No Travel_Frequently 319 Sales
## 510 510 41 Yes Travel_Rarely 1360 Research & Development
## 511 511 38 No Travel_Rarely 345 Sales
## 512 512 39 No Non-Travel 1485 Research & Development
## 513 513 32 No Travel_Frequently 585 Research & Development
## 514 514 33 No Travel_Frequently 515 Research & Development
## 515 515 21 No Non-Travel 895 Sales
## 516 516 51 No Travel_Rarely 1302 Research & Development
## 517 517 25 Yes Travel_Rarely 867 Sales
## 518 518 42 No Travel_Rarely 855 Research & Development
## 519 519 30 No Travel_Rarely 1138 Research & Development
## 520 520 56 Yes Travel_Rarely 1162 Research & Development
## 521 521 34 No Travel_Frequently 702 Research & Development
## 522 522 28 Yes Travel_Rarely 329 Research & Development
## 523 523 45 No Travel_Rarely 1339 Research & Development
## 524 524 49 No Travel_Rarely 1245 Research & Development
## 525 525 59 No Travel_Rarely 142 Research & Development
## 526 526 53 No Travel_Frequently 124 Sales
## 527 527 45 No Travel_Rarely 1268 Sales
## 528 528 31 No Travel_Rarely 1332 Research & Development
## 529 529 35 No Travel_Rarely 1214 Research & Development
## 530 530 56 Yes Travel_Rarely 441 Research & Development
## 531 531 38 No Travel_Rarely 330 Research & Development
## 532 532 36 No Travel_Rarely 884 Sales
## 533 533 29 No Travel_Rarely 1252 Research & Development
## 534 534 32 No Non-Travel 1146 Research & Development
## 535 535 29 Yes Travel_Rarely 318 Research & Development
## 536 536 43 No Non-Travel 1344 Research & Development
## 537 537 38 No Travel_Rarely 130 Sales
## 538 538 42 No Travel_Rarely 544 Human Resources
## 539 539 24 Yes Travel_Rarely 1448 Sales
## 540 540 42 No Travel_Rarely 647 Sales
## 541 541 30 No Travel_Rarely 853 Research & Development
## 542 542 33 No Travel_Rarely 867 Research & Development
## 543 543 27 No Non-Travel 1450 Research & Development
## 544 544 38 No Travel_Rarely 1261 Research & Development
## 545 545 34 No Travel_Rarely 121 Research & Development
## 546 546 34 No Travel_Rarely 678 Research & Development
## 547 547 49 No Travel_Rarely 527 Research & Development
## 548 548 40 No Travel_Frequently 720 Research & Development
## 549 549 38 No Travel_Rarely 849 Research & Development
## 550 550 45 No Travel_Rarely 788 Human Resources
## 551 551 41 No Travel_Rarely 314 Human Resources
## 552 552 28 No Travel_Rarely 1169 Human Resources
## 553 553 36 No Travel_Frequently 1213 Human Resources
## 554 554 48 No Travel_Rarely 1469 Research & Development
## 555 555 40 No Non-Travel 1151 Research & Development
## 556 556 37 No Travel_Rarely 558 Sales
## 557 557 54 No Travel_Rarely 548 Research & Development
## 558 558 34 No Travel_Rarely 254 Research & Development
## 559 559 42 No Travel_Rarely 933 Research & Development
## 560 560 26 No Travel_Rarely 933 Sales
## 561 561 36 No Travel_Frequently 1480 Research & Development
## 562 562 58 No Travel_Frequently 1216 Research & Development
## 563 563 27 No Travel_Rarely 1134 Research & Development
## 564 564 31 No Non-Travel 697 Research & Development
## 565 565 30 No Travel_Rarely 921 Research & Development
## 566 566 44 No Travel_Rarely 1037 Research & Development
## 567 567 32 No Travel_Rarely 128 Research & Development
## 568 568 30 Yes Travel_Rarely 740 Sales
## 569 569 42 No Travel_Rarely 462 Sales
## 570 570 50 No Travel_Rarely 939 Research & Development
## 571 571 41 No Travel_Rarely 337 Sales
## 572 572 21 Yes Travel_Rarely 1427 Research & Development
## 573 573 28 No Travel_Frequently 783 Sales
## 574 574 34 No Travel_Rarely 810 Sales
## 575 575 26 No Travel_Rarely 703 Sales
## 576 576 37 No Travel_Rarely 1115 Research & Development
## 577 577 38 No Travel_Rarely 1404 Sales
## 578 578 44 No Non-Travel 981 Research & Development
## 579 579 39 No Travel_Frequently 711 Research & Development
## 580 580 29 No Travel_Rarely 1329 Research & Development
## 581 581 25 No Travel_Rarely 882 Research & Development
## 582 582 42 No Travel_Rarely 810 Research & Development
## 583 583 38 No Travel_Rarely 833 Research & Development
## 584 584 28 No Travel_Rarely 760 Sales
## 585 585 44 No Travel_Rarely 1459 Research & Development
## 586 586 40 No Travel_Rarely 905 Research & Development
## 587 587 38 No Non-Travel 573 Research & Development
## 588 588 36 Yes Travel_Rarely 1218 Sales
## 589 589 37 No Travel_Rarely 1462 Research & Development
## 590 590 35 No Travel_Rarely 1142 Research & Development
## 591 591 22 No Non-Travel 457 Research & Development
## 592 592 34 Yes Travel_Rarely 790 Sales
## 593 593 28 Yes Travel_Frequently 1496 Sales
## 594 594 49 No Travel_Rarely 722 Research & Development
## 595 595 40 No Travel_Rarely 884 Research & Development
## 596 596 33 No Travel_Rarely 586 Sales
## 597 597 35 No Travel_Rarely 672 Research & Development
## 598 598 40 No Travel_Rarely 555 Research & Development
## 599 599 27 No Travel_Rarely 155 Research & Development
## 600 600 24 Yes Travel_Rarely 813 Research & Development
## 601 601 24 No Non-Travel 830 Sales
## 602 602 32 No Non-Travel 1200 Research & Development
## 603 603 30 No Travel_Rarely 153 Research & Development
## 604 604 29 No Travel_Rarely 1401 Research & Development
## 605 605 29 Yes Travel_Rarely 428 Sales
## 606 606 53 No Travel_Rarely 970 Research & Development
## 607 607 59 No Travel_Frequently 1225 Sales
## 608 608 38 No Travel_Rarely 322 Sales
## 609 609 26 No Travel_Rarely 652 Research & Development
## 610 610 33 No Non-Travel 1038 Sales
## 611 611 35 No Travel_Rarely 817 Research & Development
## 612 612 41 No Non-Travel 509 Research & Development
## 613 613 33 Yes Travel_Rarely 465 Research & Development
## 614 614 19 Yes Travel_Rarely 419 Sales
## 615 615 30 No Travel_Rarely 231 Sales
## 616 616 34 No Travel_Rarely 1157 Research & Development
## 617 617 33 No Travel_Rarely 1099 Research & Development
## 618 618 44 No Travel_Rarely 1488 Sales
## 619 619 39 No Travel_Rarely 613 Research & Development
## 620 620 35 No Non-Travel 727 Research & Development
## 621 621 20 Yes Travel_Frequently 871 Research & Development
## 622 622 47 No Travel_Frequently 1379 Research & Development
## 623 623 34 No Travel_Rarely 182 Research & Development
## 624 624 35 No Travel_Rarely 1146 Human Resources
## 625 625 28 Yes Travel_Frequently 289 Research & Development
## 626 626 27 No Travel_Rarely 1167 Research & Development
## 627 627 24 No Travel_Rarely 1476 Sales
## 628 628 38 No Travel_Rarely 343 Research & Development
## 629 629 55 No Travel_Frequently 1091 Research & Development
## 630 630 34 No Travel_Rarely 1442 Research & Development
## 631 631 55 No Travel_Rarely 836 Research & Development
## 632 632 34 No Travel_Rarely 937 Sales
## 633 633 38 No Travel_Rarely 1035 Sales
## 634 634 36 No Travel_Rarely 922 Research & Development
## 635 635 43 No Travel_Rarely 1001 Research & Development
## 636 636 35 No Travel_Frequently 636 Research & Development
## 637 637 42 No Travel_Rarely 469 Research & Development
## 638 638 34 No Travel_Rarely 1239 Sales
## 639 639 24 No Travel_Rarely 691 Research & Development
## 640 640 27 Yes Travel_Rarely 1420 Sales
## 641 641 30 No Travel_Rarely 1358 Research & Development
## 642 642 40 No Travel_Rarely 750 Research & Development
## 643 643 55 No Non-Travel 444 Research & Development
## 644 644 34 Yes Non-Travel 967 Research & Development
## 645 645 41 Yes Non-Travel 906 Research & Development
## 646 646 40 No Travel_Rarely 630 Sales
## 647 647 18 Yes Non-Travel 247 Research & Development
## 648 648 26 No Travel_Rarely 390 Research & Development
## 649 649 35 No Travel_Rarely 776 Sales
## 650 650 40 Yes Travel_Rarely 1329 Research & Development
## 651 651 35 No Travel_Rarely 992 Research & Development
## 652 652 60 No Travel_Rarely 696 Sales
## 653 653 40 No Travel_Frequently 593 Research & Development
## 654 654 48 No Travel_Rarely 530 Sales
## 655 655 22 Yes Travel_Frequently 1368 Research & Development
## 656 656 26 No Travel_Frequently 496 Research & Development
## 657 657 51 No Travel_Rarely 1469 Research & Development
## 658 658 54 No Travel_Frequently 1050 Research & Development
## 659 659 41 No Travel_Rarely 483 Research & Development
## 660 660 36 No Travel_Frequently 1195 Research & Development
## 661 661 32 No Travel_Frequently 430 Research & Development
## 662 662 34 No Travel_Rarely 1303 Research & Development
## 663 663 46 No Travel_Rarely 1277 Sales
## 664 664 35 No Travel_Rarely 802 Research & Development
## 665 665 34 No Non-Travel 1065 Sales
## 666 666 29 No Travel_Frequently 461 Research & Development
## 667 667 29 No Travel_Frequently 1413 Sales
## 668 668 33 Yes Travel_Rarely 587 Research & Development
## 669 669 32 Yes Travel_Rarely 1089 Research & Development
## 670 670 54 No Travel_Rarely 685 Research & Development
## 671 671 37 No Travel_Rarely 397 Research & Development
## 672 672 33 No Travel_Rarely 392 Sales
## 673 673 28 No Travel_Frequently 467 Sales
## 674 674 35 Yes Travel_Frequently 130 Research & Development
## 675 675 27 No Travel_Rarely 486 Research & Development
## 676 676 46 No Travel_Rarely 168 Sales
## 677 677 36 No Travel_Rarely 676 Research & Development
## 678 678 40 No Travel_Frequently 692 Research & Development
## 679 679 36 No Travel_Frequently 688 Research & Development
## 680 680 31 No Travel_Rarely 154 Sales
## 681 681 25 No Travel_Rarely 583 Sales
## 682 682 43 No Travel_Frequently 313 Research & Development
## 683 683 36 No Travel_Rarely 1351 Research & Development
## 684 684 57 No Travel_Rarely 334 Research & Development
## 685 685 28 No Travel_Rarely 440 Research & Development
## 686 686 31 No Travel_Rarely 1274 Research & Development
## 687 687 29 Yes Travel_Frequently 337 Research & Development
## 688 688 33 No Travel_Rarely 147 Research & Development
## 689 689 19 Yes Travel_Rarely 303 Research & Development
## 690 690 38 No Non-Travel 1336 Human Resources
## 691 691 38 No Travel_Frequently 888 Human Resources
## 692 692 47 Yes Non-Travel 666 Research & Development
## 693 693 42 No Travel_Rarely 1332 Research & Development
## 694 694 30 Yes Travel_Frequently 464 Research & Development
## 695 695 37 No Travel_Frequently 1278 Sales
## 696 696 47 No Travel_Rarely 1454 Sales
## 697 697 48 No Travel_Frequently 365 Research & Development
## 698 698 36 No Travel_Rarely 1396 Research & Development
## 699 699 18 Yes Travel_Frequently 544 Sales
## 700 700 46 No Travel_Rarely 1450 Research & Development
## 701 701 29 No Travel_Rarely 352 Human Resources
## 702 702 34 No Travel_Rarely 1400 Sales
## 703 703 35 No Non-Travel 1212 Sales
## 704 704 26 Yes Travel_Rarely 920 Human Resources
## 705 705 59 No Travel_Rarely 818 Human Resources
## 706 706 41 No Non-Travel 267 Sales
## 707 707 54 No Travel_Rarely 431 Research & Development
## 708 708 31 No Travel_Rarely 1398 Human Resources
## 709 709 38 No Travel_Rarely 1153 Research & Development
## 710 710 50 No Non-Travel 881 Research & Development
## 711 711 30 No Travel_Rarely 634 Research & Development
## 712 712 57 No Travel_Rarely 210 Sales
## 713 713 48 No Travel_Rarely 969 Research & Development
## 714 714 36 No Travel_Frequently 541 Sales
## 715 715 36 No Non-Travel 1434 Sales
## 716 716 24 Yes Travel_Rarely 240 Human Resources
## 717 717 30 No Travel_Rarely 852 Sales
## 718 718 28 No Travel_Rarely 857 Research & Development
## 719 719 35 Yes Travel_Frequently 880 Sales
## 720 720 28 No Travel_Rarely 950 Research & Development
## 721 721 37 No Travel_Rarely 482 Research & Development
## 722 722 37 No Travel_Rarely 671 Research & Development
## 723 723 34 No Travel_Frequently 560 Research & Development
## 724 724 36 No Travel_Rarely 796 Research & Development
## 725 725 42 No Travel_Rarely 1142 Research & Development
## 726 726 25 No Travel_Rarely 685 Research & Development
## 727 727 37 No Travel_Frequently 1231 Sales
## 728 728 34 No Travel_Frequently 878 Research & Development
## 729 729 26 Yes Travel_Rarely 471 Research & Development
## 730 730 22 No Travel_Rarely 594 Research & Development
## 731 731 43 No Travel_Rarely 177 Research & Development
## 732 732 39 Yes Travel_Rarely 1162 Sales
## 733 733 27 Yes Travel_Frequently 1337 Human Resources
## 734 734 32 Yes Non-Travel 1474 Sales
## 735 735 34 No Travel_Rarely 479 Research & Development
## 736 736 27 No Travel_Rarely 511 Sales
## 737 737 39 No Travel_Rarely 722 Sales
## 738 738 59 No Travel_Rarely 326 Sales
## 739 739 35 No Travel_Rarely 1219 Sales
## 740 740 35 No Travel_Rarely 538 Research & Development
## 741 741 25 No Travel_Rarely 959 Sales
## 742 742 31 No Travel_Rarely 688 Sales
## 743 743 37 No Travel_Rarely 674 Research & Development
## 744 744 23 No Travel_Rarely 160 Research & Development
## 745 745 25 No Travel_Rarely 1382 Sales
## 746 746 24 No Travel_Rarely 350 Research & Development
## 747 747 29 Yes Travel_Rarely 350 Human Resources
## 748 748 34 No Travel_Frequently 669 Research & Development
## 749 749 24 No Travel_Rarely 506 Research & Development
## 750 750 33 No Travel_Rarely 134 Research & Development
## 751 751 20 Yes Travel_Frequently 769 Sales
## 752 752 31 Yes Travel_Frequently 1060 Sales
## 753 753 50 No Travel_Frequently 1234 Research & Development
## 754 754 46 Yes Travel_Rarely 1254 Sales
## 755 755 54 No Travel_Rarely 1217 Research & Development
## 756 756 44 No Non-Travel 381 Research & Development
## 757 757 35 No Travel_Rarely 1137 Research & Development
## 758 758 49 No Travel_Rarely 1495 Research & Development
## 759 759 38 No Travel_Rarely 1495 Research & Development
## 760 760 45 Yes Travel_Rarely 1449 Sales
## 761 761 29 Yes Travel_Rarely 906 Research & Development
## 762 762 47 No Travel_Rarely 202 Research & Development
## 763 763 41 No Non-Travel 256 Sales
## 764 764 50 No Non-Travel 145 Sales
## 765 765 34 No Travel_Rarely 829 Human Resources
## 766 766 45 No Travel_Rarely 1015 Research & Development
## 767 767 41 No Travel_Rarely 509 Research & Development
## 768 768 40 No Non-Travel 1094 Sales
## 769 769 46 No Travel_Rarely 150 Research & Development
## 770 770 45 No Non-Travel 1050 Sales
## 771 771 33 No Travel_Frequently 508 Sales
## 772 772 46 No Travel_Rarely 526 Sales
## 773 773 39 No Travel_Frequently 505 Research & Development
## 774 774 36 Yes Travel_Rarely 318 Research & Development
## 775 775 42 No Travel_Frequently 288 Research & Development
## 776 776 23 No Travel_Rarely 310 Research & Development
## 777 777 30 No Travel_Rarely 330 Human Resources
## 778 778 32 No Non-Travel 862 Sales
## 779 779 26 No Non-Travel 786 Research & Development
## 780 780 29 Yes Travel_Rarely 1092 Research & Development
## 781 781 41 Yes Travel_Rarely 1356 Sales
## 782 782 39 No Travel_Rarely 408 Research & Development
## 783 783 33 No Travel_Rarely 1075 Human Resources
## 784 784 33 No Travel_Frequently 1146 Sales
## 785 785 47 No Non-Travel 543 Sales
## 786 786 31 No Travel_Rarely 182 Research & Development
## 787 787 51 No Travel_Rarely 942 Research & Development
## 788 788 52 Yes Travel_Rarely 723 Research & Development
## 789 789 55 No Travel_Rarely 478 Research & Development
## 790 790 25 No Travel_Rarely 266 Research & Development
## 791 791 49 No Travel_Rarely 271 Research & Development
## 792 792 34 No Travel_Rarely 629 Research & Development
## 793 793 38 No Travel_Rarely 397 Research & Development
## 794 794 36 No Travel_Rarely 1223 Research & Development
## 795 795 49 No Non-Travel 1002 Research & Development
## 796 796 33 Yes Travel_Frequently 1076 Research & Development
## 797 797 45 No Travel_Rarely 1385 Research & Development
## 798 798 22 Yes Travel_Rarely 1294 Research & Development
## 799 799 19 Yes Non-Travel 504 Research & Development
## 800 800 36 No Travel_Rarely 1040 Research & Development
## 801 801 33 No Travel_Frequently 1141 Sales
## 802 802 31 No Travel_Rarely 828 Sales
## 803 803 39 No Travel_Rarely 117 Research & Development
## 804 804 35 Yes Travel_Rarely 1204 Sales
## 805 805 44 No Non-Travel 489 Research & Development
## 806 806 36 No Travel_Rarely 1383 Research & Development
## 807 807 25 No Travel_Rarely 1372 Sales
## 808 808 22 No Travel_Rarely 1256 Research & Development
## 809 809 30 No Travel_Rarely 793 Research & Development
## 810 810 27 No Travel_Rarely 1157 Research & Development
## 811 811 30 No Non-Travel 111 Research & Development
## 812 812 25 No Travel_Rarely 949 Research & Development
## 813 813 24 No Travel_Rarely 1371 Sales
## 814 814 47 No Travel_Rarely 1176 Human Resources
## 815 815 38 No Travel_Rarely 395 Sales
## 816 816 33 No Travel_Rarely 117 Research & Development
## 817 817 30 No Travel_Rarely 946 Research & Development
## 818 818 33 No Travel_Rarely 213 Research & Development
## 819 819 30 No Travel_Rarely 1427 Research & Development
## 820 820 28 Yes Travel_Rarely 1475 Sales
## 821 821 32 No Travel_Rarely 634 Research & Development
## 822 822 29 No Travel_Rarely 1247 Sales
## 823 823 34 No Travel_Rarely 704 Sales
## 824 824 31 Yes Travel_Frequently 874 Research & Development
## 825 825 36 No Travel_Rarely 559 Research & Development
## 826 826 46 No Travel_Rarely 430 Research & Development
## 827 827 31 Yes Travel_Rarely 1079 Sales
## 828 828 34 No Travel_Rarely 131 Sales
## 829 829 38 No Travel_Frequently 594 Research & Development
## 830 830 50 No Travel_Frequently 1246 Human Resources
## 831 831 45 No Non-Travel 248 Research & Development
## 832 832 19 Yes Travel_Rarely 528 Sales
## 833 833 28 No Travel_Rarely 1179 Research & Development
## 834 834 19 No Travel_Rarely 645 Research & Development
## 835 835 55 No Non-Travel 177 Research & Development
## 836 836 37 No Non-Travel 142 Sales
## 837 837 37 No Travel_Rarely 1439 Research & Development
## 838 838 34 No Travel_Rarely 258 Sales
## 839 839 47 No Travel_Rarely 1001 Research & Development
## 840 840 48 No Travel_Rarely 1224 Research & Development
## 841 841 18 Yes Travel_Rarely 230 Research & Development
## 842 842 29 No Travel_Rarely 332 Human Resources
## 843 843 52 No Travel_Frequently 890 Research & Development
## 844 844 34 No Travel_Rarely 943 Research & Development
## 845 845 34 No Travel_Rarely 511 Sales
## 846 846 28 No Travel_Rarely 1300 Research & Development
## 847 847 19 No Travel_Rarely 1181 Research & Development
## 848 848 39 No Travel_Rarely 1132 Research & Development
## 849 849 40 Yes Travel_Rarely 575 Sales
## 850 850 26 No Travel_Frequently 1096 Research & Development
## 851 851 31 Yes Travel_Rarely 542 Sales
## 852 852 30 No Travel_Rarely 125 Research & Development
## 853 853 29 No Travel_Rarely 153 Research & Development
## 854 854 28 No Travel_Rarely 1476 Research & Development
## 855 855 35 No Travel_Rarely 219 Research & Development
## 856 856 35 No Travel_Rarely 660 Sales
## 857 857 30 Yes Travel_Rarely 1005 Research & Development
## 858 858 31 No Travel_Frequently 798 Research & Development
## 859 859 41 No Travel_Rarely 933 Research & Development
## 860 860 44 Yes Travel_Rarely 621 Research & Development
## 861 861 51 No Travel_Frequently 968 Research & Development
## 862 862 43 No Travel_Rarely 531 Sales
## 863 863 34 Yes Non-Travel 1362 Sales
## 864 864 47 No Travel_Frequently 217 Sales
## 865 865 45 No Travel_Rarely 1448 Research & Development
## 866 866 48 No Travel_Rarely 855 Research & Development
## 867 867 32 No Non-Travel 976 Sales
## 868 868 47 No Travel_Rarely 571 Sales
## 869 869 45 No Travel_Rarely 1457 Research & Development
## 870 870 35 No Travel_Frequently 138 Research & Development
## 871 871 43 No Travel_Frequently 1422 Sales
## 872 872 33 No Travel_Rarely 461 Research & Development
## 873 873 55 Yes Travel_Rarely 267 Sales
## 874 874 36 No Non-Travel 1351 Research & Development
## 875 875 27 No Travel_Rarely 1302 Research & Development
## 876 876 39 Yes Travel_Rarely 895 Sales
## 877 877 33 No Non-Travel 750 Sales
## 878 878 21 Yes Travel_Frequently 251 Research & Development
## 879 879 30 No Travel_Frequently 1312 Research & Development
## 880 880 51 No Travel_Rarely 1405 Research & Development
## 881 881 46 Yes Travel_Rarely 377 Sales
## 882 882 40 No Travel_Rarely 329 Research & Development
## 883 883 29 No Travel_Rarely 1176 Sales
## 884 884 27 No Travel_Frequently 829 Sales
## 885 885 29 No Travel_Rarely 1210 Sales
## 886 886 22 Yes Travel_Rarely 617 Research & Development
## 887 887 29 No Travel_Rarely 726 Research & Development
## 888 888 34 No Travel_Rarely 167 Research & Development
## 889 889 31 No Travel_Rarely 655 Research & Development
## 890 890 35 No Travel_Rarely 528 Human Resources
## 891 891 40 No Travel_Rarely 523 Research & Development
## 892 892 30 No Travel_Rarely 1288 Sales
## 893 893 46 Yes Travel_Rarely 669 Sales
## 894 894 27 No Travel_Frequently 1410 Sales
## 895 895 49 No Travel_Rarely 1490 Research & Development
## 896 896 46 No Travel_Rarely 706 Research & Development
## 897 897 33 Yes Travel_Rarely 211 Sales
## 898 898 42 No Non-Travel 495 Research & Development
## 899 899 34 No Travel_Rarely 507 Sales
## 900 900 36 No Travel_Rarely 329 Research & Development
## 901 901 27 No Travel_Rarely 591 Research & Development
## 902 902 44 No Travel_Frequently 383 Sales
## 903 903 48 No Travel_Rarely 492 Sales
## 904 904 40 No Travel_Rarely 543 Research & Development
## 905 905 45 No Travel_Rarely 1234 Sales
## 906 906 33 No Travel_Frequently 970 Sales
## 907 907 46 No Travel_Frequently 638 Research & Development
## 908 908 37 No Travel_Rarely 1192 Research & Development
## 909 909 28 Yes Travel_Rarely 1434 Research & Development
## 910 910 32 No Travel_Rarely 827 Research & Development
## 911 911 43 No Travel_Rarely 920 Research & Development
## 912 912 38 No Travel_Frequently 1444 Human Resources
## 913 913 40 No Travel_Rarely 616 Research & Development
## 914 914 34 No Travel_Rarely 1354 Research & Development
## 915 915 41 No Travel_Rarely 549 Research & Development
## 916 916 23 No Travel_Rarely 507 Research & Development
## 917 917 28 No Travel_Rarely 1217 Research & Development
## 918 918 26 No Travel_Rarely 572 Sales
## 919 919 28 No Travel_Rarely 1144 Sales
## 920 920 59 No Travel_Rarely 1324 Research & Development
## 921 921 30 No Travel_Rarely 413 Sales
## 922 922 35 No Travel_Rarely 1229 Research & Development
## 923 923 36 Yes Travel_Rarely 660 Research & Development
## 924 924 42 No Non-Travel 179 Human Resources
## 925 925 54 No Travel_Rarely 584 Research & Development
## 926 926 40 No Travel_Rarely 1171 Research & Development
## 927 927 32 No Travel_Rarely 604 Sales
## 928 928 38 No Travel_Rarely 201 Research & Development
## 929 929 22 No Non-Travel 1123 Research & Development
## 930 930 32 No Travel_Frequently 1005 Research & Development
## 931 931 34 No Non-Travel 1375 Sales
## 932 932 32 No Travel_Rarely 1018 Research & Development
## 933 933 41 No Travel_Rarely 645 Sales
## 934 934 58 Yes Travel_Frequently 781 Research & Development
## 935 935 20 Yes Travel_Rarely 129 Research & Development
## 936 936 24 Yes Travel_Frequently 381 Research & Development
## 937 937 46 No Travel_Rarely 644 Research & Development
## 938 938 51 Yes Travel_Frequently 1150 Research & Development
## 939 939 39 No Travel_Rarely 116 Research & Development
## 940 940 28 No Travel_Rarely 1172 Sales
## 941 941 40 Yes Travel_Rarely 676 Research & Development
## 942 942 39 No Travel_Rarely 1462 Sales
## 943 943 59 No Travel_Rarely 1435 Sales
## 944 944 27 No Travel_Rarely 1055 Research & Development
## 945 945 18 No Travel_Rarely 812 Sales
## 946 946 29 No Travel_Frequently 995 Research & Development
## 947 947 21 Yes Travel_Rarely 337 Sales
## 948 948 26 No Travel_Rarely 1349 Research & Development
## 949 949 26 Yes Travel_Frequently 426 Human Resources
## 950 950 47 Yes Travel_Frequently 719 Sales
## 951 951 42 No Non-Travel 355 Research & Development
## 952 952 40 No Travel_Rarely 300 Sales
## 953 953 37 No Travel_Rarely 124 Research & Development
## 954 954 27 No Travel_Frequently 1297 Research & Development
## 955 955 39 No Non-Travel 439 Research & Development
## 956 956 45 No Travel_Rarely 176 Human Resources
## 957 957 56 No Travel_Rarely 1400 Research & Development
## 958 958 32 No Non-Travel 1109 Research & Development
## 959 959 41 No Travel_Rarely 1206 Sales
## 960 960 58 Yes Travel_Rarely 286 Research & Development
## 961 961 29 No Travel_Rarely 665 Research & Development
## 962 962 40 No Travel_Rarely 1300 Research & Development
## 963 963 38 No Travel_Frequently 471 Research & Development
## 964 964 39 No Travel_Rarely 141 Human Resources
## 965 965 25 No Travel_Rarely 1280 Research & Development
## 966 966 50 No Travel_Rarely 989 Research & Development
## 967 967 29 No Travel_Rarely 468 Research & Development
## 968 968 36 No Travel_Rarely 164 Sales
## 969 969 50 No Travel_Frequently 1421 Research & Development
## 970 970 26 Yes Travel_Rarely 1449 Research & Development
## 971 971 27 No Travel_Rarely 954 Sales
## 972 972 31 No Travel_Rarely 616 Research & Development
## 973 973 28 No Travel_Frequently 791 Research & Development
## 974 974 20 No Travel_Rarely 959 Research & Development
## 975 975 24 No Travel_Rarely 1206 Research & Development
## 976 976 29 Yes Travel_Rarely 896 Research & Development
## 977 977 48 No Travel_Rarely 277 Research & Development
## 978 978 39 Yes Travel_Rarely 360 Research & Development
## 979 979 35 No Travel_Rarely 607 Research & Development
## 980 980 49 No Travel_Rarely 1098 Research & Development
## 981 981 35 No Travel_Rarely 1402 Sales
## 982 982 46 No Travel_Rarely 1125 Sales
## 983 983 52 No Travel_Rarely 1323 Research & Development
## 984 984 26 No Travel_Rarely 1167 Sales
## 985 985 36 No Travel_Rarely 1120 Sales
## 986 986 32 Yes Travel_Frequently 238 Research & Development
## 987 987 22 Yes Travel_Frequently 1256 Research & Development
## 988 988 32 No Travel_Rarely 601 Sales
## 989 989 39 No Travel_Frequently 945 Research & Development
## 990 990 31 No Travel_Rarely 408 Research & Development
## 991 991 39 No Travel_Rarely 1383 Human Resources
## 992 992 24 No Travel_Rarely 581 Research & Development
## 993 993 30 No Travel_Rarely 1240 Human Resources
## 994 994 40 No Travel_Frequently 1184 Sales
## 995 995 38 No Non-Travel 152 Sales
## 996 996 34 No Travel_Rarely 665 Research & Development
## 997 997 38 No Travel_Frequently 1391 Research & Development
## 998 998 54 No Travel_Rarely 971 Research & Development
## 999 999 35 No Travel_Rarely 882 Sales
## 1000 1000 32 Yes Travel_Rarely 374 Research & Development
## 1001 1001 46 No Travel_Rarely 945 Human Resources
## 1002 1002 47 No Travel_Frequently 1309 Sales
## 1003 1003 32 No Travel_Rarely 977 Research & Development
## 1004 1004 47 No Travel_Rarely 983 Research & Development
## 1005 1005 48 No Travel_Rarely 1108 Research & Development
## 1006 1006 34 No Travel_Rarely 735 Sales
## 1007 1007 20 No Travel_Rarely 1141 Sales
## 1008 1008 38 No Travel_Rarely 688 Research & Development
## 1009 1009 53 No Travel_Rarely 1223 Research & Development
## 1010 1010 53 No Travel_Rarely 1436 Sales
## 1011 1011 37 Yes Travel_Frequently 504 Research & Development
## 1012 1012 34 No Travel_Rarely 1031 Research & Development
## 1013 1013 32 No Travel_Rarely 588 Sales
## 1014 1014 34 Yes Travel_Frequently 234 Research & Development
## 1015 1015 30 Yes Travel_Frequently 334 Sales
## 1016 1016 43 No Travel_Rarely 990 Research & Development
## 1017 1017 42 No Travel_Rarely 269 Research & Development
## 1018 1018 35 No Travel_Rarely 662 Sales
## 1019 1019 30 No Travel_Rarely 1339 Sales
## 1020 1020 18 No Non-Travel 287 Research & Development
## 1021 1021 45 No Travel_Rarely 561 Sales
## 1022 1022 36 No Non-Travel 845 Sales
## 1023 1023 39 No Travel_Rarely 835 Research & Development
## 1024 1024 45 No Non-Travel 1238 Research & Development
## 1025 1025 41 No Travel_Frequently 857 Research & Development
## 1026 1026 39 No Non-Travel 105 Research & Development
## 1027 1027 31 No Travel_Rarely 106 Human Resources
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## 1029 1029 24 Yes Travel_Rarely 693 Sales
## 1030 1030 44 Yes Travel_Rarely 1376 Human Resources
## 1031 1031 32 No Travel_Rarely 499 Sales
## 1032 1032 43 No Travel_Rarely 244 Human Resources
## 1033 1033 27 No Travel_Rarely 269 Research & Development
## 1034 1034 26 No Travel_Rarely 482 Research & Development
## 1035 1035 40 No Non-Travel 663 Research & Development
## 1036 1036 20 Yes Travel_Rarely 1362 Research & Development
## 1037 1037 25 No Travel_Rarely 883 Sales
## 1038 1038 54 No Travel_Rarely 397 Human Resources
## 1039 1039 39 No Travel_Rarely 1253 Research & Development
## 1040 1040 29 No Travel_Rarely 657 Research & Development
## 1041 1041 31 Yes Travel_Frequently 307 Research & Development
## 1042 1042 33 No Travel_Rarely 1198 Research & Development
## 1043 1043 36 No Travel_Rarely 557 Sales
## 1044 1044 36 No Travel_Rarely 928 Sales
## 1045 1045 28 No Non-Travel 1103 Research & Development
## 1046 1046 28 Yes Travel_Frequently 1009 Research & Development
## 1047 1047 38 Yes Travel_Rarely 903 Research & Development
## 1048 1048 33 No Travel_Frequently 553 Research & Development
## 1049 1049 27 Yes Travel_Rarely 135 Research & Development
## 1050 1050 35 Yes Travel_Rarely 763 Sales
## 1051 1051 53 Yes Travel_Rarely 607 Research & Development
## 1052 1052 36 No Travel_Frequently 635 Research & Development
## 1053 1053 43 No Travel_Rarely 1473 Research & Development
## 1054 1054 28 No Travel_Rarely 995 Research & Development
## 1055 1055 27 No Travel_Frequently 591 Research & Development
## 1056 1056 25 Yes Travel_Rarely 688 Research & Development
## 1057 1057 27 No Travel_Frequently 472 Research & Development
## 1058 1058 43 No Travel_Rarely 1034 Sales
## 1059 1059 37 No Travel_Rarely 1239 Human Resources
## 1060 1060 28 No Travel_Rarely 1451 Research & Development
## 1061 1061 57 No Travel_Rarely 405 Research & Development
## 1062 1062 34 No Travel_Frequently 426 Research & Development
## 1063 1063 33 No Travel_Frequently 1296 Research & Development
## 1064 1064 23 Yes Travel_Rarely 427 Sales
## 1065 1065 58 No Non-Travel 390 Research & Development
## 1066 1066 23 No Travel_Rarely 650 Research & Development
## 1067 1067 40 No Travel_Rarely 1194 Research & Development
## 1068 1068 60 No Travel_Rarely 422 Research & Development
## 1069 1069 33 No Travel_Frequently 430 Sales
## 1070 1070 50 No Travel_Rarely 316 Sales
## 1071 1071 27 No Travel_Rarely 1291 Sales
## 1072 1072 31 No Travel_Rarely 480 Research & Development
## 1073 1073 20 No Travel_Rarely 654 Sales
## 1074 1074 30 No Travel_Rarely 305 Research & Development
## 1075 1075 56 No Travel_Rarely 1443 Sales
## 1076 1076 46 No Travel_Rarely 1402 Sales
## 1077 1077 53 No Travel_Rarely 1282 Research & Development
## 1078 1078 31 No Travel_Rarely 311 Research & Development
## 1079 1079 36 No Travel_Rarely 506 Research & Development
## 1080 1080 42 No Travel_Frequently 532 Research & Development
## 1081 1081 40 No Travel_Rarely 1322 Research & Development
## 1082 1082 35 No Travel_Rarely 287 Research & Development
## 1083 1083 23 Yes Travel_Frequently 638 Sales
## 1084 1084 35 No Travel_Rarely 619 Sales
## 1085 1085 38 No Travel_Frequently 216 Research & Development
## 1086 1086 40 No Travel_Frequently 580 Sales
## 1087 1087 31 No Travel_Rarely 1003 Sales
## 1088 1088 38 No Travel_Rarely 268 Research & Development
## 1089 1089 31 No Travel_Rarely 691 Research & Development
## 1090 1090 27 No Travel_Rarely 205 Sales
## 1091 1091 29 No Travel_Rarely 144 Sales
## 1092 1092 36 No Non-Travel 301 Sales
## 1093 1093 37 No Travel_Frequently 663 Research & Development
## 1094 1094 40 No Travel_Rarely 107 Sales
## 1095 1095 25 No Non-Travel 675 Research & Development
## 1096 1096 37 No Travel_Rarely 446 Research & Development
## 1097 1097 37 No Travel_Rarely 1017 Research & Development
## 1098 1098 30 Yes Travel_Frequently 600 Human Resources
## 1099 1099 32 No Travel_Rarely 1062 Research & Development
## 1100 1100 37 Yes Travel_Rarely 370 Research & Development
## 1101 1101 40 No Travel_Rarely 989 Research & Development
## 1102 1102 40 No Travel_Rarely 759 Sales
## 1103 1103 38 No Non-Travel 1327 Sales
## 1104 1104 53 No Travel_Rarely 661 Sales
## 1105 1105 36 No Travel_Rarely 188 Research & Development
## 1106 1106 29 No Travel_Frequently 490 Research & Development
## 1107 1107 27 No Travel_Rarely 1103 Research & Development
## 1108 1108 44 No Travel_Rarely 1112 Human Resources
## 1109 1109 27 No Travel_Frequently 1242 Sales
## 1110 1110 35 No Travel_Rarely 682 Sales
## 1111 1111 35 No Non-Travel 208 Research & Development
## 1112 1112 59 No Travel_Rarely 1089 Sales
## 1113 1113 33 Yes Travel_Rarely 1277 Research & Development
## 1114 1114 50 Yes Travel_Frequently 562 Sales
## 1115 1115 47 No Travel_Rarely 1180 Research & Development
## 1116 1116 27 No Travel_Frequently 1131 Research & Development
## 1117 1117 37 No Travel_Rarely 1305 Research & Development
## 1118 1118 28 No Non-Travel 1476 Research & Development
## 1119 1119 58 No Travel_Rarely 1272 Research & Development
## 1120 1120 34 No Travel_Rarely 204 Sales
## 1121 1121 50 Yes Travel_Rarely 410 Sales
## 1122 1122 48 No Non-Travel 1262 Research & Development
## 1123 1123 31 No Travel_Frequently 1125 Research & Development
## 1124 1124 45 No Non-Travel 1195 Research & Development
## 1125 1125 34 No Travel_Rarely 1320 Research & Development
## 1126 1126 19 Yes Travel_Frequently 602 Sales
## 1127 1127 24 Yes Travel_Frequently 1287 Research & Development
## 1128 1128 52 No Travel_Rarely 1325 Research & Development
## 1129 1129 41 No Travel_Rarely 334 Sales
## 1130 1130 22 No Travel_Rarely 217 Research & Development
## 1131 1131 31 No Travel_Frequently 1327 Research & Development
## 1132 1132 39 No Travel_Rarely 412 Research & Development
## 1133 1133 42 No Travel_Rarely 622 Research & Development
## 1134 1134 38 No Travel_Frequently 148 Research & Development
## 1135 1135 32 Yes Travel_Rarely 1033 Research & Development
## 1136 1136 26 No Travel_Rarely 192 Research & Development
## 1137 1137 37 No Travel_Rarely 921 Research & Development
## 1138 1138 41 No Travel_Frequently 1018 Sales
## 1139 1139 38 No Travel_Rarely 119 Sales
## 1140 1140 43 No Travel_Rarely 1291 Research & Development
## 1141 1141 31 No Travel_Rarely 1463 Research & Development
## 1142 1142 42 No Travel_Rarely 691 Sales
## 1143 1143 48 No Travel_Rarely 1355 Research & Development
## 1144 1144 28 No Travel_Rarely 821 Sales
## 1145 1145 44 No Travel_Frequently 602 Human Resources
## 1146 1146 45 No Travel_Rarely 374 Sales
## 1147 1147 34 No Travel_Rarely 628 Research & Development
## 1148 1148 31 No Travel_Rarely 471 Research & Development
## 1149 1149 29 No Travel_Rarely 1010 Research & Development
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## 642 7 7 4448
## 643 6 2 16756
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## 651 1 2 2450
## 652 1 9 5220
## 653 2 13 13499
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## 656 3 3 4741
## 657 4 7 12490
## 658 1 12 16032
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## 697 2 2 15202
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## 783 0 3 2277
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## 786 1 0 16422
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## 788 7 7 4941
## 789 0 0 19038
## 790 2 1 2096
## 791 1 2 4789
## 792 1 2 2311
## 793 0 2 7756
## 794 12 8 10096
## 795 1 7 6804
## 796 9 7 3348
## 797 4 10 13496
## 798 0 0 2398
## 799 0 0 1859
## 800 0 4 6842
## 801 1 3 5376
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## 803 11 10 17068
## 804 4 7 9582
## 805 1 2 2042
## 806 5 7 8321
## 807 1 2 6232
## 808 2 2 2323
## 809 0 8 2862
## 810 1 1 3058
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## 813 0 3 4260
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## 815 1 2 2899
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## 818 3 7 11691
## 819 1 2 2720
## 820 2 2 9854
## 821 0 2 3312
## 822 0 2 6931
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## 824 2 2 2610
## 825 1 1 4663
## 826 2 2 19627
## 827 0 0 8161
## 828 0 2 4538
## 829 0 5 2468
## 830 10 7 18200
## 831 0 8 3633
## 832 0 0 1675
## 833 3 3 3196
## 834 0 0 2552
## 835 15 0 13577
## 836 7 7 8834
## 837 1 3 2996
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## 839 14 10 10333
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## 841 0 0 1420
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## 843 0 0 13826
## 844 1 6 8500
## 845 2 2 6029
## 846 1 8 4558
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## 865 1 2 9380
## 866 0 8 7898
## 867 2 2 4465
## 868 1 2 4591
## 869 0 2 4477
## 870 1 2 4425
## 871 7 7 NA
## 872 0 2 NA
## 873 3 8 NA
## 874 0 2 NA
## 875 0 7 NA
## 876 0 0 NA
## 877 0 7 NA
## 878 2 2 NA
## 879 0 9 NA
## 880 0 3 NA
## 881 4 3 NA
## 882 0 3 NA
## 883 1 2 NA
## 884 1 1 NA
## 885 0 0 NA
## 886 0 2 NA
## 887 1 6 NA
## 888 0 0 NA
## 889 1 7 NA
## 890 1 4 NA
## 891 8 8 NA
## 892 1 3 NA
## 893 4 7 NA
## 894 0 4 NA
## 895 0 7 NA
## 896 4 7 NA
## 897 0 0 NA
## 898 2 10 NA
## 899 9 6 NA
## 900 2 2 NA
## 901 2 2 NA
## 902 0 0 NA
## 903 7 7 NA
## 904 0 0 NA
## 905 1 1 NA
## 906 0 2 NA
## 907 9 5 NA
## 908 0 4 NA
## 909 2 2 NA
## 910 0 0 NA
## 911 0 7 NA
## 912 1 2 NA
## 913 0 2 NA
## 914 5 8 NA
## 915 2 1 NA
## 916 1 2 NA
## 917 1 2 NA
## 918 1 2 NA
## 919 0 0 NA
## 920 0 0 NA
## 921 1 2 NA
## 922 0 1 NA
## 923 0 0 NA
## 924 0 3 NA
## 925 4 7 NA
## 926 1 7 NA
## 927 0 8 NA
## 928 1 11 NA
## 929 0 0 NA
## 930 3 6 NA
## 931 0 7 NA
## 932 7 7 NA
## 933 0 7 NA
## 934 0 0 NA
## 935 0 0 NA
## 936 0 0 NA
## 937 0 3 NA
## 938 0 3 NA
## 939 1 7 NA
## 940 0 0 NA
## 941 1 0 NA
## 942 7 6 NA
## 943 7 9 NA
## 944 2 2 NA
## 945 0 0 NA
## 946 1 3 NA
## 947 1 0 NA
## 948 0 2 NA
## 949 1 0 NA
## 950 1 3 NA
## 951 3 3 NA
## 952 7 5 NA
## 953 0 1 NA
## 954 0 2 NA
## 955 0 3 NA
## 956 0 3 NA
## 957 0 2 NA
## 958 7 7 NA
## 959 0 2 NA
## 960 13 8 NA
## 961 1 5 NA
## 962 4 7 NA
## 963 1 2 NA
## 964 3 6 NA
## 965 2 1 NA
## 966 13 8 NA
## 967 0 4 NA
## 968 9 0 NA
## 969 2 2 NA
## 970 0 2 NA
## 971 0 7 NA
## 972 8 5 NA
## 973 0 2 NA
## 974 0 0 NA
## 975 3 2 NA
## 976 0 1 NA
## 977 2 2 NA
## 978 0 3 NA
## 979 5 15 NA
## 980 0 0 NA
## 981 4 2 NA
## 982 1 2 NA
## 983 2 2 NA
## 984 0 0 NA
## 985 0 0 NA
## 986 0 3 NA
## 987 0 0 NA
## 988 0 3 NA
## 989 2 8 NA
## 990 2 2 NA
## 991 0 4 NA
## 992 0 4 NA
## 993 4 7 NA
## 994 0 0 NA
## 995 1 3 NA
## 996 2 10 NA
## 997 0 2 NA
## 998 12 7 NA
## 999 0 8 NA
## 1000 0 1 NA
## 1001 0 2 NA
## 1002 0 0 NA
## 1003 1 6 NA
## 1004 0 4 NA
## 1005 7 6 NA
## 1006 0 1 NA
## 1007 2 2 NA
## 1008 1 2 NA
## 1009 4 7 NA
## 1010 4 5 NA
## 1011 0 0 NA
## 1012 0 0 NA
## 1013 11 9 NA
## 1014 0 7 NA
## 1015 0 1 NA
## 1016 0 2 NA
## 1017 7 8 NA
## 1018 0 6 NA
## 1019 7 4 NA
## 1020 0 0 NA
## 1021 3 7 NA
## 1022 0 0 NA
## 1023 2 2 NA
## 1024 14 4 NA
## 1025 7 7 NA
## 1026 1 3 NA
## 1027 1 0 NA
## 1028 1 3 NA
## 1029 2 0 NA
## 1030 3 6 NA
## 1031 1 2 NA
## 1032 1 8 NA
## 1033 0 8 NA
## 1034 1 0 NA
## 1035 0 7 NA
## 1036 1 1 NA
## 1037 1 4 NA
## 1038 7 1 NA
## 1039 2 2 NA
## 1040 1 1 NA
## 1041 1 4 NA
## 1042 0 2 NA
## 1043 3 4 NA
## 1044 4 11 NA
## 1045 1 4 NA
## 1046 0 0 NA
## 1047 1 4 NA
## 1048 8 8 NA
## 1049 7 7 NA
## 1050 2 2 NA
## 1051 1 9 NA
## 1052 1 7 NA
## 1053 0 2 NA
## 1054 2 2 NA
## 1055 1 2 NA
## 1056 0 2 NA
## 1057 2 0 NA
## 1058 1 9 NA
## 1059 4 7 NA
## 1060 0 4 NA
## 1061 2 8 NA
## 1062 7 2 NA
## 1063 4 7 NA
## 1064 0 2 NA
## 1065 1 2 NA
## 1066 0 2 NA
## 1067 0 2 NA
## 1068 11 10 NA
## 1069 0 3 NA
## 1070 2 2 NA
## 1071 0 0 NA
## 1072 3 12 NA
## 1073 2 2 NA
## 1074 1 7 NA
## 1075 0 0 NA
## 1076 15 9 NA
## 1077 4 8 NA
## 1078 0 2 NA
## 1079 7 7 NA
## 1080 0 2 NA
## 1081 2 2 NA
## 1082 1 1 NA
## 1083 1 0 NA
## 1084 6 9 NA
## 1085 1 8 NA
## 1086 1 12 NA
## 1087 0 2 NA
## 1088 0 1 NA
## 1089 0 3 NA
## 1090 4 4 NA
## 1091 1 7 NA
## 1092 11 11 NA
## 1093 0 7 NA
## 1094 1 3 NA
## 1095 1 5 NA
## 1096 4 3 NA
## 1097 0 2 NA
## 1098 1 2 NA
## 1099 0 7 NA
## 1100 0 8 NA
## 1101 9 9 NA
## 1102 1 3 NA
## 1103 7 5 NA
## 1104 0 4 NA
## 1105 0 1 NA
## 1106 1 1 NA
## 1107 6 8 NA
## 1108 0 2 NA
## 1109 0 7 NA
## 1110 0 4 NA
## 1111 2 9 NA
## 1112 0 4 NA
## 1113 7 7 NA
## 1114 1 3 NA
## 1115 12 11 NA
## 1116 7 3 NA
## 1117 0 1 NA
## 1118 7 5 NA
## 1119 0 4 NA
## 1120 0 6 NA
## 1121 2 0 NA
## 1122 2 1 NA
## 1123 8 7 NA
## 1124 11 8 NA
## 1125 0 0 NA
## 1126 0 0 NA
## 1127 1 2 NA
## 1128 1 4 NA
## 1129 0 4 NA
## 1130 1 1 NA
## 1131 2 2 NA
## 1132 15 2 NA
## 1133 2 2 NA
## 1134 3 3 NA
## 1135 0 4 NA
## 1136 1 3 NA
## 1137 0 3 NA
## 1138 1 7 NA
## 1139 5 13 NA
## 1140 6 11 NA
## 1141 7 8 NA
## 1142 4 2 NA
## 1143 4 8 NA
## 1144 0 2 NA
## 1145 0 2 NA
## 1146 0 1 NA
## 1147 1 2 NA
## 1148 2 2 NA
## 1149 1 2 NA
## 1150 10 8 NA
## 1151 0 3 NA
## 1152 0 0 NA
## 1153 0 3 NA
## 1154 0 0 NA
## 1155 5 11 NA
## 1156 1 0 NA
## 1157 0 2 NA
## 1158 0 0 NA
## 1159 2 2 NA
## 1160 0 1 NA
## 1161 0 2 NA
## 1162 0 0 NA
## 1163 3 10 NA
## 1164 1 2 NA
## 1165 1 7 NA
## 1166 2 2 NA
## 1167 11 1 NA
## 1168 4 4 NA
## 1169 0 3 NA
## 1170 1 7 NA
# Remove columns with no unique values: Over18, EmployeeCount, StandardHours
# Remove employee number as it is only used as a unique identifier and not useful for attrition analysis
dropColumns = c("Over18", "StandardHours", "EmployeeCount", "EmployeeNumber")
combinedEmployeeDataframe = combinedEmployeeDataframe[ , !(names(combinedEmployeeDataframe) %in% dropColumns)]
combinedEmployeeDataframe = combinedEmployeeDataframe[,c(1,32,31,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30)]
apply(combinedEmployeeDataframe, 2, function(x) length(unique(x)))
## ID MonthlyIncome YearsWithCurrManager
## 1170 827 17
## Age Attrition BusinessTravel
## 43 2 3
## DailyRate Department DistanceFromHome
## 778 3 29
## Education EducationField EnvironmentSatisfaction
## 5 6 4
## Gender HourlyRate JobInvolvement
## 2 71 4
## JobLevel JobRole JobSatisfaction
## 5 9 4
## MaritalStatus MonthlyRate NumCompaniesWorked
## 3 1142 10
## OverTime PercentSalaryHike PerformanceRating
## 2 15 2
## RelationshipSatisfaction StockOptionLevel TotalWorkingYears
## 4 4 39
## TrainingTimesLastYear WorkLifeBalance YearsAtCompany
## 7 4 34
## YearsInCurrentRole YearsSinceLastPromotion
## 19 16
ncol(combinedEmployeeDataframe)
## [1] 32
ncol(combinedEmployeeDataframe)
## [1] 32
combinedEmployeeDataframe$LogMonthlyIncome = log(combinedEmployeeDataframe$MonthlyIncome)
combinedEmployeeDataframe
## ID MonthlyIncome YearsWithCurrManager Age Attrition BusinessTravel
## 1 1 4403 3 32 No Travel_Rarely
## 2 2 19626 9 40 No Travel_Rarely
## 3 3 9362 2 35 No Travel_Frequently
## 4 4 10422 7 32 No Travel_Rarely
## 5 5 3760 3 24 No Travel_Frequently
## 6 6 8793 7 27 No Travel_Frequently
## 7 7 2127 3 41 No Travel_Rarely
## 8 8 6694 0 37 No Travel_Rarely
## 9 9 2220 0 34 No Travel_Rarely
## 10 10 5063 7 34 No Travel_Frequently
## 11 11 19392 14 43 No Travel_Rarely
## 12 12 2706 2 28 No Non-Travel
## 13 13 10221 6 35 No Travel_Rarely
## 14 14 2476 0 30 No Travel_Rarely
## 15 15 3423 7 46 No Travel_Rarely
## 16 16 6932 0 31 No Non-Travel
## 17 17 6725 3 32 No Travel_Rarely
## 18 18 5258 0 46 No Non-Travel
## 19 19 2932 2 34 No Travel_Rarely
## 20 20 5033 2 44 No Travel_Rarely
## 21 21 8847 2 36 No Travel_Rarely
## 22 22 8120 2 48 No Travel_Rarely
## 23 23 5679 7 43 No Travel_Frequently
## 24 24 5332 3 31 No Travel_Frequently
## 25 25 6949 4 33 No Travel_Rarely
## 26 26 18213 10 44 No Travel_Rarely
## 27 27 9924 7 38 No Travel_Rarely
## 28 28 8224 3 33 Yes Travel_Rarely
## 29 29 10448 2 53 Yes Travel_Rarely
## 30 30 4258 2 52 No Non-Travel
## 31 31 4668 7 32 No Travel_Frequently
## 32 32 2028 13 33 No Travel_Rarely
## 33 33 16872 7 46 No Travel_Rarely
## 34 34 2258 7 35 No Travel_Rarely
## 35 35 9679 0 32 No Travel_Rarely
## 36 36 2794 3 32 No Travel_Frequently
## 37 37 10306 0 35 Yes Travel_Rarely
## 38 38 6134 2 36 Yes Travel_Rarely
## 39 39 19717 7 56 No Travel_Rarely
## 40 40 2791 2 31 No Travel_Frequently
## 41 41 16291 14 58 No Non-Travel
## 42 42 6632 1 45 No Travel_Rarely
## 43 43 2587 2 49 No Travel_Rarely
## 44 44 19613 1 42 No Travel_Rarely
## 45 45 1223 1 23 No Travel_Rarely
## 46 46 3673 8 42 No Travel_Frequently
## 47 47 6735 0 32 Yes Travel_Rarely
## 48 48 8740 7 38 No Travel_Rarely
## 49 49 1878 0 18 Yes Travel_Frequently
## 50 50 2024 2 27 No Non-Travel
## 51 51 2619 0 38 No Travel_Rarely
## 52 52 19701 5 58 No Travel_Rarely
## 53 53 2011 7 44 No Travel_Rarely
## 54 54 4447 8 45 No Non-Travel
## 55 55 4424 8 31 No Travel_Rarely
## 56 56 2289 4 41 No Travel_Rarely
## 57 57 2759 2 42 Yes Travel_Frequently
## 58 58 4723 5 29 No Travel_Rarely
## 59 59 13603 2 37 No Non-Travel
## 60 60 1118 0 25 Yes Travel_Frequently
## 61 61 10325 7 36 Yes Travel_Rarely
## 62 62 7094 7 36 No Travel_Rarely
## 63 63 3067 2 31 No Travel_Rarely
## 64 64 1514 0 18 No Non-Travel
## 65 65 2210 0 24 Yes Travel_Rarely
## 66 66 3298 5 32 No Travel_Rarely
## 67 67 6646 8 35 No Travel_Rarely
## 68 68 2647 4 23 No Travel_Rarely
## 69 69 2194 2 35 No Travel_Frequently
## 70 70 2115 7 37 No Travel_Rarely
## 71 71 2782 0 41 No Travel_Rarely
## 72 72 8463 3 28 No Travel_Rarely
## 73 73 5916 1 35 Yes Travel_Rarely
## 74 74 4766 0 41 No Travel_Rarely
## 75 75 8446 7 52 Yes Travel_Rarely
## 76 76 4011 7 30 No Travel_Frequently
## 77 77 7083 6 34 No Travel_Rarely
## 78 78 17567 12 46 No Travel_Rarely
## 79 79 8865 8 45 No Non-Travel
## 80 80 1129 0 31 No Travel_Rarely
## 81 81 4777 0 37 Yes Travel_Rarely
## 82 82 6883 7 35 No Travel_Rarely
## 83 83 5321 7 38 No Travel_Frequently
## 84 84 5974 7 37 No Travel_Rarely
## 85 85 5410 12 36 No Travel_Rarely
## 86 86 13726 3 59 No Travel_Rarely
## 87 87 4960 7 47 No Travel_Rarely
## 88 88 3743 2 35 Yes Travel_Rarely
## 89 89 8726 7 27 No Travel_Frequently
## 90 90 18947 1 46 No Travel_Rarely
## 91 91 1702 0 38 No Travel_Frequently
## 92 92 7336 10 29 Yes Travel_Rarely
## 93 93 2090 0 37 Yes Travel_Rarely
## 94 94 6142 4 35 No Travel_Rarely
## 95 95 19926 4 50 No Travel_Rarely
## 96 96 4907 6 42 No Travel_Rarely
## 97 97 16606 1 46 No Travel_Rarely
## 98 98 5163 0 37 No Non-Travel
## 99 99 3180 2 29 No Travel_Frequently
## 100 100 3294 2 34 No Travel_Rarely
## 101 101 2099 4 27 No Travel_Rarely
## 102 102 10793 9 31 No Travel_Rarely
## 103 103 6538 2 34 No Non-Travel
## 104 104 2819 2 23 No Travel_Rarely
## 105 105 16598 8 53 No Travel_Rarely
## 106 106 4420 7 26 No Travel_Rarely
## 107 107 4319 9 29 No Non-Travel
## 108 108 19636 4 55 No Travel_Rarely
## 109 109 8926 7 46 Yes Travel_Rarely
## 110 110 2439 2 32 No Travel_Rarely
## 111 111 2703 2 28 No Travel_Frequently
## 112 112 17099 8 52 No Travel_Rarely
## 113 113 10445 0 52 No Travel_Rarely
## 114 114 5093 0 35 No Non-Travel
## 115 115 8966 7 35 No Travel_Rarely
## 116 116 7642 9 37 No Non-Travel
## 117 117 4950 1 25 No Travel_Rarely
## 118 118 4025 3 29 No Travel_Rarely
## 119 119 2451 8 41 No Travel_Rarely
## 120 120 6687 11 34 No Travel_Rarely
## 121 121 11713 5 36 No Non-Travel
## 122 122 2380 2 21 No Travel_Rarely
## 123 123 10761 2 45 No Travel_Rarely
## 124 124 4028 5 38 No Travel_Rarely
## 125 125 4554 9 29 No Travel_Frequently
## 126 126 5204 9 35 No Travel_Rarely
## 127 127 3919 7 32 Yes Travel_Frequently
## 128 128 5906 8 45 No Travel_Rarely
## 129 129 4081 8 43 No Travel_Rarely
## 130 130 13225 8 46 No Travel_Rarely
## 131 131 4187 9 29 No Travel_Rarely
## 132 132 4507 4 49 No Travel_Rarely
## 133 133 4523 4 42 No Travel_Frequently
## 134 134 5295 0 39 No Travel_Rarely
## 135 135 5257 0 43 No Travel_Frequently
## 136 136 4244 7 40 No Travel_Frequently
## 137 137 2319 0 29 Yes Travel_Rarely
## 138 138 10739 8 54 No Travel_Rarely
## 139 139 2404 2 39 Yes Travel_Rarely
## 140 140 7428 3 37 No Travel_Rarely
## 141 141 13402 9 56 No Travel_Rarely
## 142 142 2372 2 58 No Travel_Rarely
## 143 143 10845 7 46 No Travel_Rarely
## 144 144 6502 1 37 No Travel_Rarely
## 145 145 6377 8 40 No Travel_Rarely
## 146 146 4649 2 29 No Non-Travel
## 147 147 2756 6 33 No Travel_Rarely
## 148 148 6392 2 33 No Travel_Rarely
## 149 149 3597 2 24 No Travel_Rarely
## 150 150 4877 0 28 No Travel_Rarely
## 151 151 4233 2 31 Yes Travel_Rarely
## 152 152 5396 8 32 No Travel_Rarely
## 153 153 5484 8 32 No Travel_Rarely
## 154 154 6870 2 41 No Travel_Rarely
## 155 155 2008 0 34 No Travel_Rarely
## 156 156 4736 2 30 No Non-Travel
## 157 157 5677 10 40 No Travel_Rarely
## 158 158 12169 5 39 Yes Travel_Frequently
## 159 159 10820 1 43 No Travel_Frequently
## 160 160 13191 0 42 No Travel_Frequently
## 161 161 5126 0 30 No Travel_Rarely
## 162 162 8722 9 28 Yes Non-Travel
## 163 163 7104 2 33 No Travel_Rarely
## 164 164 6545 2 42 No Travel_Rarely
## 165 165 8020 9 35 No Travel_Rarely
## 166 166 2044 2 20 Yes Travel_Rarely
## 167 167 16413 2 49 No Travel_Rarely
## 168 168 16184 5 33 No Travel_Rarely
## 169 169 5577 9 52 No Travel_Rarely
## 170 170 2514 7 29 No Travel_Rarely
## 171 171 5304 7 30 No Travel_Rarely
## 172 172 5467 7 47 No Non-Travel
## 173 173 10527 2 46 No Travel_Frequently
## 174 174 8380 8 33 No Travel_Rarely
## 175 175 14852 2 53 No Travel_Rarely
## 176 176 2070 2 21 No Travel_Rarely
## 177 177 19859 4 55 Yes Travel_Rarely
## 178 178 2042 2 26 Yes Travel_Frequently
## 179 179 8998 7 32 No Travel_Frequently
## 180 180 8686 7 38 No Travel_Rarely
## 181 181 10274 4 35 No Travel_Rarely
## 182 182 6893 7 38 No Travel_Rarely
## 183 183 4739 2 43 No Travel_Frequently
## 184 184 8376 2 39 No Travel_Rarely
## 185 185 3755 7 39 No Travel_Frequently
## 186 186 2070 4 28 No Travel_Rarely
## 187 187 5206 7 25 No Travel_Frequently
## 188 188 15972 2 47 No Travel_Rarely
## 189 189 19144 6 50 No Travel_Rarely
## 190 190 4221 4 28 No Non-Travel
## 191 191 5775 9 30 No Travel_Rarely
## 192 192 9637 2 31 No Travel_Frequently
## 193 193 4810 8 46 No Travel_Rarely
## 194 194 4051 7 48 No Travel_Rarely
## 195 195 3904 1 26 No Travel_Rarely
## 196 196 2723 0 51 No Travel_Rarely
## 197 197 2075 3 51 No Travel_Rarely
## 198 198 13120 3 49 No Travel_Rarely
## 199 199 10248 17 44 No Travel_Rarely
## 200 200 2127 0 24 No Travel_Rarely
## 201 201 13194 0 40 Yes Non-Travel
## 202 202 6220 9 32 No Travel_Rarely
## 203 203 6162 8 32 No Travel_Rarely
## 204 204 2216 7 28 Yes Travel_Rarely
## 205 205 3931 2 32 No Travel_Rarely
## 206 206 2559 1 44 No Travel_Rarely
## 207 207 5346 3 43 Yes Travel_Rarely
## 208 208 6673 0 38 Yes Travel_Rarely
## 209 209 3204 2 30 No Travel_Rarely
## 210 210 8189 7 41 No Travel_Rarely
## 211 211 13570 10 41 No Travel_Rarely
## 212 212 18303 0 42 No Travel_Rarely
## 213 213 4680 0 37 No Travel_Rarely
## 214 214 6062 2 42 No Travel_Rarely
## 215 215 2045 1 27 No Travel_Rarely
## 216 216 2345 2 40 No Travel_Rarely
## 217 217 9824 0 38 No Travel_Rarely
## 218 218 17174 7 48 No Travel_Frequently
## 219 219 2632 4 30 No Travel_Rarely
## 220 220 2875 2 26 No Travel_Rarely
## 221 221 6274 4 34 No Travel_Rarely
## 222 222 4286 0 45 Yes Travel_Frequently
## 223 223 5368 2 33 No Non-Travel
## 224 224 1563 0 28 No Travel_Rarely
## 225 225 4771 3 38 No Travel_Rarely
## 226 226 3748 7 30 No Travel_Rarely
## 227 227 1951 0 35 No Travel_Rarely
## 228 228 2328 2 22 No Travel_Rarely
## 229 229 4999 2 24 No Travel_Rarely
## 230 230 13966 12 49 No Travel_Rarely
## 231 231 5770 9 45 No Travel_Rarely
## 232 232 2014 2 35 No Travel_Rarely
## 233 233 12936 10 47 Yes Travel_Frequently
## 234 234 5940 5 54 No Travel_Rarely
## 235 235 16959 12 43 No Travel_Frequently
## 236 236 10609 7 37 Yes Travel_Rarely
## 237 237 18880 14 42 No Travel_Rarely
## 238 238 6322 5 32 No Travel_Rarely
## 239 239 2187 2 25 No Travel_Rarely
## 240 240 13269 11 50 No Travel_Rarely
## 241 241 7406 8 42 No Travel_Rarely
## 242 242 18061 0 45 No Travel_Frequently
## 243 243 2703 4 29 No Travel_Rarely
## 244 244 4400 2 25 Yes Travel_Rarely
## 245 245 5056 2 29 No Travel_Rarely
## 246 246 2532 3 29 No Travel_Rarely
## 247 247 7143 10 31 No Travel_Rarely
## 248 248 2269 2 32 No Travel_Rarely
## 249 249 5467 3 41 No Travel_Frequently
## 250 250 16595 8 41 No Travel_Rarely
## 251 251 2008 0 33 No Non-Travel
## 252 252 5079 7 36 No Non-Travel
## 253 253 2274 0 45 No Travel_Rarely
## 254 254 2956 0 31 Yes Travel_Rarely
## 255 255 13757 8 40 No Non-Travel
## 256 256 2438 2 43 No Non-Travel
## 257 257 2789 2 31 No Travel_Frequently
## 258 258 4779 2 30 No Travel_Rarely
## 259 259 9713 0 34 No Travel_Rarely
## 260 260 3977 2 25 No Travel_Rarely
## 261 261 2785 0 31 Yes Travel_Frequently
## 262 262 2362 7 29 Yes Travel_Rarely
## 263 263 2436 4 33 Yes Travel_Rarely
## 264 264 2157 2 29 No Travel_Frequently
## 265 265 2774 2 24 No Travel_Rarely
## 266 266 2426 3 35 No Travel_Rarely
## 267 267 17007 9 34 No Travel_Frequently
## 268 268 1393 0 32 Yes Travel_Rarely
## 269 269 5968 8 33 No Travel_Frequently
## 270 270 9957 2 30 No Travel_Rarely
## 271 271 5154 7 45 No Non-Travel
## 272 272 5433 9 34 No Travel_Rarely
## 273 273 3540 8 27 No Travel_Rarely
## 274 274 5647 2 36 No Travel_Rarely
## 275 275 18722 15 55 No Travel_Rarely
## 276 276 19943 2 56 No Travel_Rarely
## 277 277 2244 2 22 No Travel_Rarely
## 278 278 2455 7 43 No Travel_Frequently
## 279 279 5744 3 25 Yes Travel_Rarely
## 280 280 4035 2 55 No Travel_Rarely
## 281 281 7847 8 43 No Travel_Rarely
## 282 282 4721 17 41 No Travel_Rarely
## 283 283 6513 3 40 No Travel_Rarely
## 284 284 7547 7 31 No Travel_Rarely
## 285 285 2844 0 38 No Travel_Rarely
## 286 286 5207 7 33 No Travel_Rarely
## 287 287 2472 0 22 Yes Travel_Rarely
## 288 288 2661 2 34 No Travel_Rarely
## 289 289 9738 8 36 No Travel_Frequently
## 290 290 2572 2 35 No Travel_Rarely
## 291 291 2270 2 45 No Travel_Rarely
## 292 292 5674 8 36 No Non-Travel
## 293 293 2279 3 27 No Travel_Rarely
## 294 294 11957 12 47 No Non-Travel
## 295 295 16437 7 40 No Travel_Rarely
## 296 296 2660 2 35 No Travel_Rarely
## 297 297 9547 9 34 No Travel_Frequently
## 298 298 6074 6 34 Yes Travel_Frequently
## 299 299 2321 2 31 Yes Non-Travel
## 300 300 3464 2 28 Yes Travel_Rarely
## 301 301 6524 3 32 No Travel_Frequently
## 302 302 9069 8 35 No Travel_Frequently
## 303 303 3537 2 55 No Travel_Rarely
## 304 304 5098 8 35 No Travel_Rarely
## 305 305 2479 0 58 Yes Travel_Rarely
## 306 306 3162 4 24 No Non-Travel
## 307 307 2380 0 50 No Travel_Rarely
## 308 308 2979 0 34 No Non-Travel
## 309 309 6385 7 55 No Travel_Frequently
## 310 310 4851 2 25 No Travel_Rarely
## 311 311 5484 1 34 No Travel_Rarely
## 312 312 13237 13 40 No Travel_Rarely
## 313 313 4084 7 31 Yes Travel_Frequently
## 314 314 6132 0 51 No Travel_Rarely
## 315 315 5405 2 60 No Travel_Rarely
## 316 316 4163 7 47 No Travel_Rarely
## 317 317 2231 2 34 No Travel_Frequently
## 318 318 4617 2 24 No Travel_Rarely
## 319 319 6120 4 39 No Travel_Rarely
## 320 320 2994 1 19 No Travel_Rarely
## 321 321 2332 2 32 No Non-Travel
## 322 322 2691 8 34 No Travel_Rarely
## 323 323 3761 3 30 No Travel_Frequently
## 324 324 4615 7 46 No Travel_Rarely
## 325 325 12742 8 39 No Travel_Rarely
## 326 326 2318 0 27 No Travel_Rarely
## 327 327 19049 10 44 No Travel_Rarely
## 328 328 5410 2 42 No Travel_Rarely
## 329 329 2133 7 38 No Travel_Frequently
## 330 330 16799 9 42 No Travel_Rarely
## 331 331 15379 0 49 No Travel_Rarely
## 332 332 10400 8 32 Yes Travel_Rarely
## 333 333 2342 3 44 Yes Travel_Frequently
## 334 334 7412 7 27 No Travel_Rarely
## 335 335 18844 2 59 No Non-Travel
## 336 336 4508 8 33 Yes Travel_Frequently
## 337 337 4968 2 35 No Travel_Frequently
## 338 338 7756 4 34 No Travel_Frequently
## 339 339 4728 0 50 Yes Travel_Frequently
## 340 340 2341 0 27 No Travel_Rarely
## 341 341 3419 0 36 No Travel_Rarely
## 342 342 3867 2 28 No Travel_Frequently
## 343 343 7119 2 33 No Travel_Rarely
## 344 344 2083 0 30 No Travel_Frequently
## 345 345 4115 3 30 No Travel_Rarely
## 346 346 13341 10 39 No Travel_Rarely
## 347 347 4033 2 34 No Travel_Frequently
## 348 348 6397 4 26 No Travel_Frequently
## 349 349 2290 0 44 No Non-Travel
## 350 350 11103 1 56 No Travel_Rarely
## 351 351 13348 7 42 No Travel_Rarely
## 352 352 6929 7 31 No Travel_Rarely
## 353 353 4422 0 40 No Travel_Frequently
## 354 354 4069 2 40 No Non-Travel
## 355 355 10447 5 41 No Travel_Rarely
## 356 356 4759 12 34 No Travel_Rarely
## 357 357 2368 3 26 No Travel_Rarely
## 358 358 2546 1 29 Yes Travel_Rarely
## 359 359 6162 8 32 No Travel_Rarely
## 360 360 3210 11 36 No Travel_Rarely
## 361 361 19999 9 52 No Travel_Rarely
## 362 362 1091 0 29 Yes Travel_Frequently
## 363 363 19845 9 52 Yes Travel_Rarely
## 364 364 19436 9 40 No Travel_Rarely
## 365 365 19187 11 55 No Travel_Rarely
## 366 366 13212 7 56 No Travel_Frequently
## 367 367 4444 10 34 No Travel_Frequently
## 368 368 5473 1 40 No Travel_Rarely
## 369 369 2073 2 23 No Travel_Rarely
## 370 370 5055 7 32 No Travel_Rarely
## 371 371 4148 3 31 No Travel_Frequently
## 372 372 8412 8 30 No Non-Travel
## 373 373 5210 11 45 No Travel_Frequently
## 374 374 3936 7 37 No Travel_Rarely
## 375 375 2728 2 20 No Travel_Rarely
## 376 376 14411 9 50 No Travel_Frequently
## 377 377 2743 14 36 Yes Travel_Rarely
## 378 378 5087 0 42 No Travel_Rarely
## 379 379 2168 3 29 No Travel_Rarely
## 380 380 2132 1 30 Yes Travel_Rarely
## 381 381 18300 1 47 No Travel_Rarely
## 382 382 2942 7 26 No Travel_Rarely
## 383 383 5486 2 48 No Travel_Rarely
## 384 384 2322 0 23 No Travel_Rarely
## 385 385 2461 7 51 Yes Travel_Rarely
## 386 386 13582 11 38 No Travel_Rarely
## 387 387 8789 8 35 No Travel_Frequently
## 388 388 4262 2 29 No Travel_Rarely
## 389 389 4502 7 36 No Travel_Rarely
## 390 390 2174 2 21 Yes Travel_Frequently
## 391 391 6500 2 34 No Travel_Rarely
## 392 392 4157 0 26 No Travel_Rarely
## 393 393 3065 3 31 No Non-Travel
## 394 394 10266 11 60 No Travel_Frequently
## 395 395 2515 2 42 No Travel_Frequently
## 396 396 2695 2 31 No Travel_Rarely
## 397 397 17861 1 46 No Travel_Rarely
## 398 398 2742 2 34 Yes Travel_Rarely
## 399 399 6306 9 56 No Non-Travel
## 400 400 10209 2 44 No Travel_Frequently
## 401 401 6091 2 30 No Travel_Rarely
## 402 402 5265 2 42 No Non-Travel
## 403 403 2105 0 47 No Travel_Rarely
## 404 404 8008 2 36 No Travel_Rarely
## 405 405 2559 1 35 No Travel_Rarely
## 406 406 16627 0 43 No Travel_Rarely
## 407 407 5468 7 31 No Travel_Rarely
## 408 408 2741 7 36 No Travel_Rarely
## 409 409 15427 7 53 No Travel_Rarely
## 410 410 17159 0 43 No Travel_Rarely
## 411 411 2342 3 36 No Travel_Rarely
## 412 412 9241 7 41 No Travel_Rarely
## 413 413 3022 0 37 No Travel_Rarely
## 414 414 4648 0 32 No Travel_Frequently
## 415 415 2351 0 34 Yes Travel_Frequently
## 416 416 5762 7 35 No Non-Travel
## 417 417 2564 7 30 No Non-Travel
## 418 418 3688 0 36 No Travel_Frequently
## 419 419 6474 11 37 No Travel_Rarely
## 420 420 11935 7 29 No Travel_Rarely
## 421 421 4325 3 34 No Travel_Rarely
## 422 422 4449 7 37 No Non-Travel
## 423 423 6172 7 31 Yes Travel_Rarely
## 424 424 1611 0 18 No Non-Travel
## 425 425 4724 4 28 No Travel_Rarely
## 426 426 10798 0 43 No Travel_Rarely
## 427 427 1274 0 30 No Non-Travel
## 428 428 3230 0 21 No Travel_Rarely
## 429 429 3730 2 32 Yes Travel_Rarely
## 430 430 5957 9 34 No Travel_Rarely
## 431 431 4478 4 27 No Travel_Rarely
## 432 432 3544 0 40 No Non-Travel
## 433 433 4284 3 49 Yes Travel_Frequently
## 434 434 2109 0 29 No Travel_Rarely
## 435 435 9705 0 40 No Travel_Rarely
## 436 436 6214 7 27 No Travel_Rarely
## 437 437 4382 1 28 Yes Travel_Rarely
## 438 438 2867 6 26 No Travel_Rarely
## 439 439 2683 2 50 Yes Travel_Rarely
## 440 440 7625 8 38 No Travel_Rarely
## 441 441 4998 7 32 No Travel_Frequently
## 442 442 2974 2 29 No Travel_Rarely
## 443 443 3485 0 28 Yes Travel_Rarely
## 444 444 3195 2 44 No Travel_Rarely
## 445 445 19328 2 46 No Travel_Rarely
## 446 446 3420 2 47 No Travel_Rarely
## 447 447 4735 9 38 No Travel_Frequently
## 448 448 5538 0 42 No Travel_Rarely
## 449 449 2406 9 38 No Travel_Frequently
## 450 450 4385 5 45 No Non-Travel
## 451 451 4878 1 33 No Travel_Rarely
## 452 452 3420 3 44 No Travel_Rarely
## 453 453 5813 7 35 Yes Travel_Rarely
## 454 454 5487 9 33 No Travel_Rarely
## 455 455 15402 2 48 No Travel_Rarely
## 456 456 19833 8 40 No Travel_Rarely
## 457 457 5476 2 31 No Travel_Rarely
## 458 458 5441 0 51 No Travel_Rarely
## 459 459 2066 0 56 No Travel_Rarely
## 460 460 5810 8 36 No Travel_Rarely
## 461 461 2093 0 42 No Travel_Frequently
## 462 462 2013 3 36 No Travel_Rarely
## 463 463 9208 1 50 No Travel_Frequently
## 464 464 5238 4 31 No Travel_Frequently
## 465 465 2437 0 43 Yes Travel_Frequently
## 466 466 3944 2 38 No Travel_Rarely
## 467 467 2644 2 36 No Travel_Rarely
## 468 468 3038 0 36 No Travel_Rarely
## 469 469 4969 2 26 Yes Non-Travel
## 470 470 4450 3 53 No Travel_Rarely
## 471 471 2226 2 27 No Travel_Rarely
## 472 472 2439 0 29 Yes Travel_Frequently
## 473 473 13245 0 45 No Travel_Rarely
## 474 474 3452 3 45 No Travel_Rarely
## 475 475 2207 2 28 No Travel_Rarely
## 476 476 5772 8 46 No Travel_Frequently
## 477 477 6334 0 37 No Travel_Rarely
## 478 478 4306 0 26 No Travel_Rarely
## 479 479 2950 4 52 No Travel_Rarely
## 480 480 13744 8 37 No Travel_Rarely
## 481 481 5373 2 29 No Travel_Rarely
## 482 482 2356 2 31 No Travel_Rarely
## 483 483 5747 11 34 No Travel_Frequently
## 484 484 4257 2 56 No Travel_Rarely
## 485 485 10312 6 58 Yes Travel_Rarely
## 486 486 5993 5 41 Yes Travel_Rarely
## 487 487 1081 0 30 Yes Travel_Rarely
## 488 488 2911 3 31 No Travel_Rarely
## 489 489 5381 0 48 Yes Travel_Rarely
## 490 490 6142 3 34 No Travel_Rarely
## 491 491 18665 2 49 No Travel_Frequently
## 492 492 16880 2 50 No Travel_Rarely
## 493 493 5869 4 29 No Travel_Rarely
## 494 494 8606 3 35 No Travel_Rarely
## 495 495 5673 7 36 No Travel_Rarely
## 496 496 16307 17 51 No Travel_Rarely
## 497 497 2654 2 45 No Travel_Rarely
## 498 498 2326 2 37 No Travel_Frequently
## 499 499 5237 7 36 No Travel_Rarely
## 500 500 5736 2 39 No Non-Travel
## 501 501 10008 9 58 Yes Travel_Rarely
## 502 502 2028 3 28 Yes Travel_Rarely
## 503 503 2655 7 48 Yes Travel_Frequently
## 504 504 9980 8 29 No Travel_Rarely
## 505 505 17169 6 47 No Travel_Rarely
## 506 506 5878 5 32 No Travel_Rarely
## 507 507 2851 0 33 Yes Travel_Rarely
## 508 508 10596 2 51 No Travel_Frequently
## 509 509 2793 8 37 No Travel_Frequently
## 510 510 19545 8 41 Yes Travel_Rarely
## 511 511 5343 9 38 No Travel_Rarely
## 512 512 10920 5 39 No Non-Travel
## 513 513 3433 3 32 No Travel_Frequently
## 514 514 13458 12 33 No Travel_Frequently
## 515 515 2610 2 21 No Non-Travel
## 516 516 5482 2 51 No Travel_Rarely
## 517 517 2413 0 25 Yes Travel_Rarely
## 518 518 2766 4 42 No Travel_Rarely
## 519 519 4627 7 30 No Travel_Rarely
## 520 520 2587 0 56 Yes Travel_Rarely
## 521 521 2553 3 34 No Travel_Frequently
## 522 522 2408 0 28 Yes Travel_Rarely
## 523 523 9724 0 45 No Travel_Rarely
## 524 524 19502 9 49 No Travel_Rarely
## 525 525 2177 0 59 No Travel_Rarely
## 526 526 7525 12 53 No Travel_Frequently
## 527 527 5006 3 45 No Travel_Rarely
## 528 528 6833 1 31 No Travel_Rarely
## 529 529 2859 4 35 No Travel_Rarely
## 530 530 4963 3 56 Yes Travel_Rarely
## 531 531 8823 9 38 No Travel_Rarely
## 532 532 6815 0 36 No Travel_Rarely
## 533 533 2700 7 29 No Travel_Rarely
## 534 534 6667 2 32 No Non-Travel
## 535 535 2119 7 29 Yes Travel_Rarely
## 536 536 2089 2 43 No Non-Travel
## 537 537 7351 0 38 No Travel_Rarely
## 538 538 2696 0 42 No Travel_Rarely
## 539 539 3202 4 24 Yes Travel_Rarely
## 540 540 5155 5 42 No Travel_Rarely
## 541 541 3491 9 30 No Travel_Rarely
## 542 542 3143 6 33 No Travel_Rarely
## 543 543 2566 1 27 No Non-Travel
## 544 544 6553 0 38 No Travel_Rarely
## 545 545 4381 3 34 No Travel_Rarely
## 546 546 2929 7 34 No Travel_Rarely
## 547 547 7403 7 49 No Travel_Rarely
## 548 548 5094 0 40 No Travel_Frequently
## 549 549 12061 1 38 No Travel_Rarely
## 550 550 2177 4 45 No Travel_Rarely
## 551 551 19189 10 41 No Travel_Rarely
## 552 552 4936 4 28 No Travel_Rarely
## 553 553 3886 8 36 No Travel_Frequently
## 554 554 2259 0 48 No Travel_Rarely
## 555 555 4876 2 40 No Non-Travel
## 556 556 9602 0 37 No Travel_Rarely
## 557 557 3780 0 54 No Travel_Rarely
## 558 558 3622 3 34 No Travel_Rarely
## 559 559 4434 8 42 No Travel_Rarely
## 560 560 5296 7 26 No Travel_Rarely
## 561 561 2088 2 36 No Travel_Frequently
## 562 562 15787 2 58 No Travel_Frequently
## 563 563 2811 2 27 No Travel_Rarely
## 564 564 11031 8 31 No Non-Travel
## 565 565 3833 2 30 No Travel_Rarely
## 566 566 2436 2 44 No Travel_Rarely
## 567 567 2176 4 32 No Travel_Rarely
## 568 568 9714 7 30 Yes Travel_Rarely
## 569 569 6244 3 42 No Travel_Rarely
## 570 570 13973 5 50 No Travel_Rarely
## 571 571 4393 4 41 No Travel_Rarely
## 572 572 2693 0 21 Yes Travel_Rarely
## 573 573 6834 7 28 No Travel_Frequently
## 574 574 6799 8 34 No Travel_Rarely
## 575 575 6272 4 26 No Travel_Rarely
## 576 576 5993 7 37 No Travel_Rarely
## 577 577 2858 0 38 No Travel_Rarely
## 578 578 3162 3 44 No Non-Travel
## 579 579 5042 8 39 No Travel_Frequently
## 580 580 6623 0 29 No Travel_Rarely
## 581 581 3669 2 25 No Travel_Rarely
## 582 582 15992 0 42 No Travel_Rarely
## 583 583 5811 0 38 No Travel_Rarely
## 584 584 4779 5 28 No Travel_Rarely
## 585 585 6465 3 44 No Travel_Rarely
## 586 586 2741 7 40 No Travel_Rarely
## 587 587 5329 9 38 No Non-Travel
## 588 588 3407 3 36 Yes Travel_Rarely
## 589 589 3629 2 37 No Travel_Rarely
## 590 590 4014 2 35 No Travel_Rarely
## 591 591 2814 3 22 No Non-Travel
## 592 592 4599 10 34 Yes Travel_Rarely
## 593 593 2909 2 28 Yes Travel_Frequently
## 594 594 3211 4 49 No Travel_Rarely
## 595 595 10435 12 40 No Travel_Rarely
## 596 596 4037 8 33 No Travel_Rarely
## 597 597 10903 8 35 No Travel_Rarely
## 598 598 3448 0 40 No Travel_Rarely
## 599 599 6142 3 27 No Travel_Rarely
## 600 600 2293 0 24 Yes Travel_Rarely
## 601 601 2033 0 24 No Non-Travel
## 602 602 4087 2 32 No Non-Travel
## 603 603 11416 7 30 No Travel_Rarely
## 604 604 3131 8 29 No Travel_Rarely
## 605 605 2760 2 29 Yes Travel_Rarely
## 606 606 14814 3 53 No Travel_Rarely
## 607 607 5473 3 59 No Travel_Frequently
## 608 608 5605 7 38 No Travel_Rarely
## 609 609 3578 7 26 No Travel_Rarely
## 610 610 2342 2 33 No Non-Travel
## 611 611 5363 0 35 No Travel_Rarely
## 612 612 6811 7 41 No Non-Travel
## 613 613 2707 7 33 Yes Travel_Rarely
## 614 614 2121 0 19 Yes Travel_Rarely
## 615 615 7264 7 30 No Travel_Rarely
## 616 616 3986 13 34 No Travel_Rarely
## 617 617 3838 2 33 No Travel_Rarely
## 618 618 5454 3 44 No Travel_Rarely
## 619 619 9991 7 39 No Travel_Rarely
## 620 620 1281 0 35 No Non-Travel
## 621 621 2926 0 20 Yes Travel_Frequently
## 622 622 5067 7 47 No Travel_Frequently
## 623 623 3280 3 34 No Travel_Rarely
## 624 624 8837 7 35 No Travel_Rarely
## 625 625 2561 0 28 Yes Travel_Frequently
## 626 626 2517 3 27 No Travel_Rarely
## 627 627 4162 3 24 No Travel_Rarely
## 628 628 11510 9 38 No Travel_Rarely
## 629 629 10976 2 55 No Travel_Frequently
## 630 630 8621 7 34 No Travel_Rarely
## 631 631 2662 4 55 No Travel_Rarely
## 632 632 9888 1 34 No Travel_Rarely
## 633 633 6861 0 38 No Travel_Rarely
## 634 634 2835 0 36 No Travel_Rarely
## 635 635 9985 0 43 No Travel_Rarely
## 636 636 2376 2 35 No Travel_Frequently
## 637 637 17665 7 42 No Travel_Rarely
## 638 638 8628 1 34 No Travel_Rarely
## 639 639 2725 4 24 No Travel_Rarely
## 640 640 3041 2 27 Yes Travel_Rarely
## 641 641 2693 0 30 No Travel_Rarely
## 642 642 4448 7 40 No Travel_Rarely
## 643 643 16756 2 55 No Non-Travel
## 644 644 2307 0 34 Yes Non-Travel
## 645 645 2107 0 41 Yes Non-Travel
## 646 646 10855 11 40 No Travel_Rarely
## 647 647 1904 0 18 Yes Non-Travel
## 648 648 2305 2 26 No Travel_Rarely
## 649 649 4312 8 35 No Travel_Rarely
## 650 650 2166 3 40 Yes Travel_Rarely
## 651 651 2450 2 35 No Travel_Rarely
## 652 652 5220 9 60 No Travel_Rarely
## 653 653 13499 13 40 No Travel_Frequently
## 654 654 12504 0 48 No Travel_Rarely
## 655 655 3894 2 22 Yes Travel_Frequently
## 656 656 4741 3 26 No Travel_Frequently
## 657 657 12490 7 51 No Travel_Rarely
## 658 658 16032 12 54 No Travel_Frequently
## 659 659 6032 2 41 No Travel_Rarely
## 660 660 6499 3 36 No Travel_Frequently
## 661 661 5309 7 32 No Travel_Frequently
## 662 662 2768 7 34 No Travel_Rarely
## 663 663 10368 3 46 No Travel_Rarely
## 664 664 3917 2 35 No Travel_Rarely
## 665 665 4568 7 34 No Non-Travel
## 666 666 6294 2 29 No Travel_Frequently
## 667 667 7918 1 29 No Travel_Frequently
## 668 668 3408 3 33 Yes Travel_Rarely
## 669 669 4883 1 32 Yes Travel_Rarely
## 670 670 17779 9 54 No Travel_Rarely
## 671 671 13664 2 37 No Travel_Rarely
## 672 672 5505 4 33 No Travel_Rarely
## 673 673 4898 3 28 No Travel_Frequently
## 674 674 2022 8 35 Yes Travel_Frequently
## 675 675 3517 2 27 No Travel_Rarely
## 676 676 18789 8 46 No Travel_Rarely
## 677 677 5228 5 36 No Travel_Rarely
## 678 678 6323 4 40 No Travel_Frequently
## 679 679 5131 2 36 No Travel_Frequently
## 680 680 2329 2 31 No Travel_Rarely
## 681 681 4256 3 25 No Travel_Rarely
## 682 682 2258 2 43 No Travel_Frequently
## 683 683 5347 2 36 No Travel_Rarely
## 684 684 9439 4 57 No Travel_Rarely
## 685 685 2713 2 28 No Travel_Rarely
## 686 686 10648 8 31 No Travel_Rarely
## 687 687 7553 7 29 Yes Travel_Frequently
## 688 688 2622 1 33 No Travel_Rarely
## 689 689 1102 0 19 Yes Travel_Rarely
## 690 690 2592 8 38 No Non-Travel
## 691 691 6077 2 38 No Travel_Frequently
## 692 692 11849 9 47 Yes Non-Travel
## 693 693 6781 0 42 No Travel_Rarely
## 694 694 2285 0 30 Yes Travel_Frequently
## 695 695 9525 3 37 No Travel_Frequently
## 696 696 3294 2 47 No Travel_Rarely
## 697 697 15202 2 48 No Travel_Frequently
## 698 698 5914 7 36 No Travel_Rarely
## 699 699 1569 0 18 Yes Travel_Frequently
## 700 700 19081 3 46 No Travel_Rarely
## 701 701 2804 0 29 No Travel_Rarely
## 702 702 5714 3 34 No Travel_Rarely
## 703 703 10377 12 35 No Non-Travel
## 704 704 2148 4 26 Yes Travel_Rarely
## 705 705 2267 2 59 No Travel_Rarely
## 706 706 6230 10 41 No Non-Travel
## 707 707 6854 7 54 No Travel_Rarely
## 708 708 2109 2 31 No Travel_Rarely
## 709 709 3702 4 38 No Travel_Rarely
## 710 710 17924 7 50 No Non-Travel
## 711 711 11916 8 30 No Travel_Rarely
## 712 712 14118 0 57 No Travel_Rarely
## 713 713 2559 0 48 No Travel_Rarely
## 714 714 9699 12 36 No Travel_Frequently
## 715 715 7587 9 36 No Non-Travel
## 716 716 1555 0 24 Yes Travel_Rarely
## 717 717 6578 4 30 No Travel_Rarely
## 718 718 3660 7 28 No Travel_Rarely
## 719 719 4581 7 35 Yes Travel_Frequently
## 720 720 7655 7 28 No Travel_Rarely
## 721 721 9434 8 37 No Travel_Rarely
## 722 722 5768 2 37 No Travel_Rarely
## 723 723 2996 3 34 No Travel_Frequently
## 724 724 8858 8 36 No Travel_Rarely
## 725 725 3968 0 42 No Travel_Rarely
## 726 726 4898 2 25 No Travel_Rarely
## 727 727 2973 0 37 No Travel_Frequently
## 728 728 3815 0 34 No Travel_Frequently
## 729 729 2340 0 26 Yes Travel_Rarely
## 730 730 2523 1 22 No Travel_Rarely
## 731 731 4765 0 43 No Travel_Rarely
## 732 732 5238 0 39 Yes Travel_Rarely
## 733 733 2863 0 27 Yes Travel_Frequently
## 734 734 4707 2 32 Yes Non-Travel
## 735 735 2972 0 34 No Travel_Rarely
## 736 736 6500 7 27 No Travel_Rarely
## 737 737 12031 6 39 No Travel_Rarely
## 738 738 5171 5 59 No Travel_Rarely
## 739 739 4601 0 35 No Travel_Rarely
## 740 740 3681 2 35 No Travel_Rarely
## 741 741 8639 2 25 No Travel_Rarely
## 742 742 11557 1 31 No Travel_Rarely
## 743 743 4285 7 37 No Travel_Rarely
## 744 744 3295 2 23 No Travel_Rarely
## 745 745 4907 4 25 No Travel_Rarely
## 746 746 2296 0 24 No Travel_Rarely
## 747 747 2335 0 29 Yes Travel_Rarely
## 748 748 5343 9 34 No Travel_Frequently
## 749 749 3907 2 24 No Travel_Rarely
## 750 750 2500 2 33 No Travel_Rarely
## 751 751 2323 2 20 Yes Travel_Frequently
## 752 752 2302 2 31 Yes Travel_Frequently
## 753 753 11245 13 50 No Travel_Frequently
## 754 754 7314 7 46 Yes Travel_Rarely
## 755 755 13549 3 54 No Travel_Rarely
## 756 756 3708 4 44 No Non-Travel
## 757 757 4014 7 35 No Travel_Rarely
## 758 758 6651 2 49 No Travel_Rarely
## 759 759 3306 0 38 No Travel_Rarely
## 760 760 18824 11 45 Yes Travel_Rarely
## 761 761 2404 0 29 Yes Travel_Rarely
## 762 762 16752 0 47 No Travel_Rarely
## 763 763 6151 9 41 No Non-Travel
## 764 764 6347 13 50 No Non-Travel
## 765 765 3737 2 34 No Travel_Rarely
## 766 766 5769 4 45 No Travel_Rarely
## 767 767 3376 8 41 No Travel_Rarely
## 768 768 10932 1 40 No Non-Travel
## 769 769 7379 4 46 No Travel_Rarely
## 770 770 5593 12 45 No Non-Travel
## 771 771 4682 1 33 No Travel_Frequently
## 772 772 10453 7 46 No Travel_Rarely
## 773 773 10938 8 39 No Travel_Frequently
## 774 774 3388 0 36 Yes Travel_Rarely
## 775 775 10124 9 42 No Travel_Frequently
## 776 776 3505 2 23 No Travel_Rarely
## 777 777 2064 3 30 No Travel_Rarely
## 778 778 2827 0 32 No Non-Travel
## 779 779 2570 7 26 No Non-Travel
## 780 780 4787 2 29 Yes Travel_Rarely
## 781 781 3140 2 41 Yes Travel_Rarely
## 782 782 4553 10 39 No Travel_Rarely
## 783 783 2277 3 33 No Travel_Rarely
## 784 784 4539 1 33 No Travel_Frequently
## 785 785 4978 0 47 No Non-Travel
## 786 786 16422 0 31 No Travel_Rarely
## 787 787 13116 2 51 No Travel_Rarely
## 788 788 4941 7 52 Yes Travel_Rarely
## 789 789 19038 0 55 No Travel_Rarely
## 790 790 2096 1 25 No Travel_Rarely
## 791 791 4789 2 49 No Travel_Rarely
## 792 792 2311 2 34 No Travel_Rarely
## 793 793 7756 2 38 No Travel_Rarely
## 794 794 10096 8 36 No Travel_Rarely
## 795 795 6804 7 49 No Non-Travel
## 796 796 3348 7 33 Yes Travel_Frequently
## 797 797 13496 10 45 No Travel_Rarely
## 798 798 2398 0 22 Yes Travel_Rarely
## 799 799 1859 0 19 Yes Non-Travel
## 800 800 6842 4 36 No Travel_Rarely
## 801 801 5376 3 33 No Travel_Frequently
## 802 802 6582 5 31 No Travel_Rarely
## 803 803 17068 10 39 No Travel_Rarely
## 804 804 9582 7 35 Yes Travel_Rarely
## 805 805 2042 2 44 No Non-Travel
## 806 806 8321 7 36 No Travel_Rarely
## 807 807 6232 2 25 No Travel_Rarely
## 808 808 2323 2 22 No Travel_Rarely
## 809 809 2862 8 30 No Travel_Rarely
## 810 810 3058 1 27 No Travel_Rarely
## 811 811 3072 10 30 No Non-Travel
## 812 812 3229 2 25 No Travel_Rarely
## 813 813 4260 3 24 No Travel_Rarely
## 814 814 19658 0 47 No Travel_Rarely
## 815 815 2899 2 38 No Travel_Rarely
## 816 816 2781 10 33 No Travel_Rarely
## 817 817 6877 0 30 No Travel_Rarely
## 818 818 11691 7 33 No Travel_Rarely
## 819 819 2720 2 30 No Travel_Rarely
## 820 820 9854 2 28 Yes Travel_Rarely
## 821 821 3312 2 32 No Travel_Rarely
## 822 822 6931 2 29 No Travel_Rarely
## 823 823 6712 7 34 No Travel_Rarely
## 824 824 2610 2 31 Yes Travel_Frequently
## 825 825 4663 1 36 No Travel_Rarely
## 826 826 19627 2 46 No Travel_Rarely
## 827 827 8161 0 31 Yes Travel_Rarely
## 828 828 4538 2 34 No Travel_Rarely
## 829 829 2468 5 38 No Travel_Frequently
## 830 830 18200 7 50 No Travel_Frequently
## 831 831 3633 8 45 No Non-Travel
## 832 832 1675 0 19 Yes Travel_Rarely
## 833 833 3196 3 28 No Travel_Rarely
## 834 834 2552 0 19 No Travel_Rarely
## 835 835 13577 0 55 No Non-Travel
## 836 836 8834 7 37 No Non-Travel
## 837 837 2996 3 37 No Travel_Rarely
## 838 838 5337 7 34 No Travel_Rarely
## 839 839 10333 10 47 No Travel_Rarely
## 840 840 19665 9 48 No Travel_Rarely
## 841 841 1420 0 18 Yes Travel_Rarely
## 842 842 7988 9 29 No Travel_Rarely
## 843 843 13826 0 52 No Travel_Frequently
## 844 844 8500 6 34 No Travel_Rarely
## 845 845 6029 2 34 No Travel_Rarely
## 846 846 4558 8 28 No Travel_Rarely
## 847 847 1483 0 19 No Travel_Rarely
## 848 848 9613 7 39 No Travel_Rarely
## 849 849 6380 0 40 Yes Travel_Rarely
## 850 850 2544 7 26 No Travel_Frequently
## 851 851 4559 2 31 Yes Travel_Rarely
## 852 852 2206 8 30 No Travel_Rarely
## 853 853 4193 8 29 No Travel_Rarely
## 854 854 5661 7 28 No Travel_Rarely
## 855 855 4788 2 35 No Travel_Rarely
## 856 856 2404 0 35 No Travel_Rarely
## 857 857 2657 4 30 Yes Travel_Rarely
## 858 858 8943 9 31 No Travel_Frequently
## 859 859 2238 4 41 No Travel_Rarely
## 860 860 7978 5 44 Yes Travel_Rarely
## 861 861 2838 7 51 No Travel_Frequently
## 862 862 10231 17 43 No Travel_Rarely
## 863 863 5304 4 34 Yes Non-Travel
## 864 864 13770 13 47 No Travel_Frequently
## 865 865 9380 2 45 No Travel_Rarely
## 866 866 7898 8 48 No Travel_Rarely
## 867 867 4465 2 32 No Non-Travel
## 868 868 4591 2 47 No Travel_Rarely
## 869 869 4477 2 45 No Travel_Rarely
## 870 870 4425 2 35 No Travel_Frequently
## 871 871 NA 7 43 No Travel_Frequently
## 872 872 NA 2 33 No Travel_Rarely
## 873 873 NA 8 55 Yes Travel_Rarely
## 874 874 NA 2 36 No Non-Travel
## 875 875 NA 7 27 No Travel_Rarely
## 876 876 NA 0 39 Yes Travel_Rarely
## 877 877 NA 7 33 No Non-Travel
## 878 878 NA 2 21 Yes Travel_Frequently
## 879 879 NA 9 30 No Travel_Frequently
## 880 880 NA 3 51 No Travel_Rarely
## 881 881 NA 3 46 Yes Travel_Rarely
## 882 882 NA 3 40 No Travel_Rarely
## 883 883 NA 2 29 No Travel_Rarely
## 884 884 NA 1 27 No Travel_Frequently
## 885 885 NA 0 29 No Travel_Rarely
## 886 886 NA 2 22 Yes Travel_Rarely
## 887 887 NA 6 29 No Travel_Rarely
## 888 888 NA 0 34 No Travel_Rarely
## 889 889 NA 7 31 No Travel_Rarely
## 890 890 NA 4 35 No Travel_Rarely
## 891 891 NA 8 40 No Travel_Rarely
## 892 892 NA 3 30 No Travel_Rarely
## 893 893 NA 7 46 Yes Travel_Rarely
## 894 894 NA 4 27 No Travel_Frequently
## 895 895 NA 7 49 No Travel_Rarely
## 896 896 NA 7 46 No Travel_Rarely
## 897 897 NA 0 33 Yes Travel_Rarely
## 898 898 NA 10 42 No Non-Travel
## 899 899 NA 6 34 No Travel_Rarely
## 900 900 NA 2 36 No Travel_Rarely
## 901 901 NA 2 27 No Travel_Rarely
## 902 902 NA 0 44 No Travel_Frequently
## 903 903 NA 7 48 No Travel_Rarely
## 904 904 NA 0 40 No Travel_Rarely
## 905 905 NA 1 45 No Travel_Rarely
## 906 906 NA 2 33 No Travel_Frequently
## 907 907 NA 5 46 No Travel_Frequently
## 908 908 NA 4 37 No Travel_Rarely
## 909 909 NA 2 28 Yes Travel_Rarely
## 910 910 NA 0 32 No Travel_Rarely
## 911 911 NA 7 43 No Travel_Rarely
## 912 912 NA 2 38 No Travel_Frequently
## 913 913 NA 2 40 No Travel_Rarely
## 914 914 NA 8 34 No Travel_Rarely
## 915 915 NA 1 41 No Travel_Rarely
## 916 916 NA 2 23 No Travel_Rarely
## 917 917 NA 2 28 No Travel_Rarely
## 918 918 NA 2 26 No Travel_Rarely
## 919 919 NA 0 28 No Travel_Rarely
## 920 920 NA 0 59 No Travel_Rarely
## 921 921 NA 2 30 No Travel_Rarely
## 922 922 NA 1 35 No Travel_Rarely
## 923 923 NA 0 36 Yes Travel_Rarely
## 924 924 NA 3 42 No Non-Travel
## 925 925 NA 7 54 No Travel_Rarely
## 926 926 NA 7 40 No Travel_Rarely
## 927 927 NA 8 32 No Travel_Rarely
## 928 928 NA 11 38 No Travel_Rarely
## 929 929 NA 0 22 No Non-Travel
## 930 930 NA 6 32 No Travel_Frequently
## 931 931 NA 7 34 No Non-Travel
## 932 932 NA 7 32 No Travel_Rarely
## 933 933 NA 7 41 No Travel_Rarely
## 934 934 NA 0 58 Yes Travel_Frequently
## 935 935 NA 0 20 Yes Travel_Rarely
## 936 936 NA 0 24 Yes Travel_Frequently
## 937 937 NA 3 46 No Travel_Rarely
## 938 938 NA 3 51 Yes Travel_Frequently
## 939 939 NA 7 39 No Travel_Rarely
## 940 940 NA 0 28 No Travel_Rarely
## 941 941 NA 0 40 Yes Travel_Rarely
## 942 942 NA 6 39 No Travel_Rarely
## 943 943 NA 9 59 No Travel_Rarely
## 944 944 NA 2 27 No Travel_Rarely
## 945 945 NA 0 18 No Travel_Rarely
## 946 946 NA 3 29 No Travel_Frequently
## 947 947 NA 0 21 Yes Travel_Rarely
## 948 948 NA 2 26 No Travel_Rarely
## 949 949 NA 0 26 Yes Travel_Frequently
## 950 950 NA 3 47 Yes Travel_Frequently
## 951 951 NA 3 42 No Non-Travel
## 952 952 NA 5 40 No Travel_Rarely
## 953 953 NA 1 37 No Travel_Rarely
## 954 954 NA 2 27 No Travel_Frequently
## 955 955 NA 3 39 No Non-Travel
## 956 956 NA 3 45 No Travel_Rarely
## 957 957 NA 2 56 No Travel_Rarely
## 958 958 NA 7 32 No Non-Travel
## 959 959 NA 2 41 No Travel_Rarely
## 960 960 NA 8 58 Yes Travel_Rarely
## 961 961 NA 5 29 No Travel_Rarely
## 962 962 NA 7 40 No Travel_Rarely
## 963 963 NA 2 38 No Travel_Frequently
## 964 964 NA 6 39 No Travel_Rarely
## 965 965 NA 1 25 No Travel_Rarely
## 966 966 NA 8 50 No Travel_Rarely
## 967 967 NA 4 29 No Travel_Rarely
## 968 968 NA 0 36 No Travel_Rarely
## 969 969 NA 2 50 No Travel_Frequently
## 970 970 NA 2 26 Yes Travel_Rarely
## 971 971 NA 7 27 No Travel_Rarely
## 972 972 NA 5 31 No Travel_Rarely
## 973 973 NA 2 28 No Travel_Frequently
## 974 974 NA 0 20 No Travel_Rarely
## 975 975 NA 2 24 No Travel_Rarely
## 976 976 NA 1 29 Yes Travel_Rarely
## 977 977 NA 2 48 No Travel_Rarely
## 978 978 NA 3 39 Yes Travel_Rarely
## 979 979 NA 15 35 No Travel_Rarely
## 980 980 NA 0 49 No Travel_Rarely
## 981 981 NA 2 35 No Travel_Rarely
## 982 982 NA 2 46 No Travel_Rarely
## 983 983 NA 2 52 No Travel_Rarely
## 984 984 NA 0 26 No Travel_Rarely
## 985 985 NA 0 36 No Travel_Rarely
## 986 986 NA 3 32 Yes Travel_Frequently
## 987 987 NA 0 22 Yes Travel_Frequently
## 988 988 NA 3 32 No Travel_Rarely
## 989 989 NA 8 39 No Travel_Frequently
## 990 990 NA 2 31 No Travel_Rarely
## 991 991 NA 4 39 No Travel_Rarely
## 992 992 NA 4 24 No Travel_Rarely
## 993 993 NA 7 30 No Travel_Rarely
## 994 994 NA 0 40 No Travel_Frequently
## 995 995 NA 3 38 No Non-Travel
## 996 996 NA 10 34 No Travel_Rarely
## 997 997 NA 2 38 No Travel_Frequently
## 998 998 NA 7 54 No Travel_Rarely
## 999 999 NA 8 35 No Travel_Rarely
## 1000 1000 NA 1 32 Yes Travel_Rarely
## 1001 1001 NA 2 46 No Travel_Rarely
## 1002 1002 NA 0 47 No Travel_Frequently
## 1003 1003 NA 6 32 No Travel_Rarely
## 1004 1004 NA 4 47 No Travel_Rarely
## 1005 1005 NA 6 48 No Travel_Rarely
## 1006 1006 NA 1 34 No Travel_Rarely
## 1007 1007 NA 2 20 No Travel_Rarely
## 1008 1008 NA 2 38 No Travel_Rarely
## 1009 1009 NA 7 53 No Travel_Rarely
## 1010 1010 NA 5 53 No Travel_Rarely
## 1011 1011 NA 0 37 Yes Travel_Frequently
## 1012 1012 NA 0 34 No Travel_Rarely
## 1013 1013 NA 9 32 No Travel_Rarely
## 1014 1014 NA 7 34 Yes Travel_Frequently
## 1015 1015 NA 1 30 Yes Travel_Frequently
## 1016 1016 NA 2 43 No Travel_Rarely
## 1017 1017 NA 8 42 No Travel_Rarely
## 1018 1018 NA 6 35 No Travel_Rarely
## 1019 1019 NA 4 30 No Travel_Rarely
## 1020 1020 NA 0 18 No Non-Travel
## 1021 1021 NA 7 45 No Travel_Rarely
## 1022 1022 NA 0 36 No Non-Travel
## 1023 1023 NA 2 39 No Travel_Rarely
## 1024 1024 NA 4 45 No Non-Travel
## 1025 1025 NA 7 41 No Travel_Frequently
## 1026 1026 NA 3 39 No Non-Travel
## 1027 1027 NA 0 31 No Travel_Rarely
## 1028 1028 NA 3 25 No Travel_Rarely
## 1029 1029 NA 0 24 Yes Travel_Rarely
## 1030 1030 NA 6 44 Yes Travel_Rarely
## 1031 1031 NA 2 32 No Travel_Rarely
## 1032 1032 NA 8 43 No Travel_Rarely
## 1033 1033 NA 8 27 No Travel_Rarely
## 1034 1034 NA 0 26 No Travel_Rarely
## 1035 1035 NA 7 40 No Non-Travel
## 1036 1036 NA 1 20 Yes Travel_Rarely
## 1037 1037 NA 4 25 No Travel_Rarely
## 1038 1038 NA 1 54 No Travel_Rarely
## 1039 1039 NA 2 39 No Travel_Rarely
## 1040 1040 NA 1 29 No Travel_Rarely
## 1041 1041 NA 4 31 Yes Travel_Frequently
## 1042 1042 NA 2 33 No Travel_Rarely
## 1043 1043 NA 4 36 No Travel_Rarely
## 1044 1044 NA 11 36 No Travel_Rarely
## 1045 1045 NA 4 28 No Non-Travel
## 1046 1046 NA 0 28 Yes Travel_Frequently
## 1047 1047 NA 4 38 Yes Travel_Rarely
## 1048 1048 NA 8 33 No Travel_Frequently
## 1049 1049 NA 7 27 Yes Travel_Rarely
## 1050 1050 NA 2 35 Yes Travel_Rarely
## 1051 1051 NA 9 53 Yes Travel_Rarely
## 1052 1052 NA 7 36 No Travel_Frequently
## 1053 1053 NA 2 43 No Travel_Rarely
## 1054 1054 NA 2 28 No Travel_Rarely
## 1055 1055 NA 2 27 No Travel_Frequently
## 1056 1056 NA 2 25 Yes Travel_Rarely
## 1057 1057 NA 0 27 No Travel_Frequently
## 1058 1058 NA 9 43 No Travel_Rarely
## 1059 1059 NA 7 37 No Travel_Rarely
## 1060 1060 NA 4 28 No Travel_Rarely
## 1061 1061 NA 8 57 No Travel_Rarely
## 1062 1062 NA 2 34 No Travel_Frequently
## 1063 1063 NA 7 33 No Travel_Frequently
## 1064 1064 NA 2 23 Yes Travel_Rarely
## 1065 1065 NA 2 58 No Non-Travel
## 1066 1066 NA 2 23 No Travel_Rarely
## 1067 1067 NA 2 40 No Travel_Rarely
## 1068 1068 NA 10 60 No Travel_Rarely
## 1069 1069 NA 3 33 No Travel_Frequently
## 1070 1070 NA 2 50 No Travel_Rarely
## 1071 1071 NA 0 27 No Travel_Rarely
## 1072 1072 NA 12 31 No Travel_Rarely
## 1073 1073 NA 2 20 No Travel_Rarely
## 1074 1074 NA 7 30 No Travel_Rarely
## 1075 1075 NA 0 56 No Travel_Rarely
## 1076 1076 NA 9 46 No Travel_Rarely
## 1077 1077 NA 8 53 No Travel_Rarely
## 1078 1078 NA 2 31 No Travel_Rarely
## 1079 1079 NA 7 36 No Travel_Rarely
## 1080 1080 NA 2 42 No Travel_Frequently
## 1081 1081 NA 2 40 No Travel_Rarely
## 1082 1082 NA 1 35 No Travel_Rarely
## 1083 1083 NA 0 23 Yes Travel_Frequently
## 1084 1084 NA 9 35 No Travel_Rarely
## 1085 1085 NA 8 38 No Travel_Frequently
## 1086 1086 NA 12 40 No Travel_Frequently
## 1087 1087 NA 2 31 No Travel_Rarely
## 1088 1088 NA 1 38 No Travel_Rarely
## 1089 1089 NA 3 31 No Travel_Rarely
## 1090 1090 NA 4 27 No Travel_Rarely
## 1091 1091 NA 7 29 No Travel_Rarely
## 1092 1092 NA 11 36 No Non-Travel
## 1093 1093 NA 7 37 No Travel_Frequently
## 1094 1094 NA 3 40 No Travel_Rarely
## 1095 1095 NA 5 25 No Non-Travel
## 1096 1096 NA 3 37 No Travel_Rarely
## 1097 1097 NA 2 37 No Travel_Rarely
## 1098 1098 NA 2 30 Yes Travel_Frequently
## 1099 1099 NA 7 32 No Travel_Rarely
## 1100 1100 NA 8 37 Yes Travel_Rarely
## 1101 1101 NA 9 40 No Travel_Rarely
## 1102 1102 NA 3 40 No Travel_Rarely
## 1103 1103 NA 5 38 No Non-Travel
## 1104 1104 NA 4 53 No Travel_Rarely
## 1105 1105 NA 1 36 No Travel_Rarely
## 1106 1106 NA 1 29 No Travel_Frequently
## 1107 1107 NA 8 27 No Travel_Rarely
## 1108 1108 NA 2 44 No Travel_Rarely
## 1109 1109 NA 7 27 No Travel_Frequently
## 1110 1110 NA 4 35 No Travel_Rarely
## 1111 1111 NA 9 35 No Non-Travel
## 1112 1112 NA 4 59 No Travel_Rarely
## 1113 1113 NA 7 33 Yes Travel_Rarely
## 1114 1114 NA 3 50 Yes Travel_Frequently
## 1115 1115 NA 11 47 No Travel_Rarely
## 1116 1116 NA 3 27 No Travel_Frequently
## 1117 1117 NA 1 37 No Travel_Rarely
## 1118 1118 NA 5 28 No Non-Travel
## 1119 1119 NA 4 58 No Travel_Rarely
## 1120 1120 NA 6 34 No Travel_Rarely
## 1121 1121 NA 0 50 Yes Travel_Rarely
## 1122 1122 NA 1 48 No Non-Travel
## 1123 1123 NA 7 31 No Travel_Frequently
## 1124 1124 NA 8 45 No Non-Travel
## 1125 1125 NA 0 34 No Travel_Rarely
## 1126 1126 NA 0 19 Yes Travel_Frequently
## 1127 1127 NA 2 24 Yes Travel_Frequently
## 1128 1128 NA 4 52 No Travel_Rarely
## 1129 1129 NA 4 41 No Travel_Rarely
## 1130 1130 NA 1 22 No Travel_Rarely
## 1131 1131 NA 2 31 No Travel_Frequently
## 1132 1132 NA 2 39 No Travel_Rarely
## 1133 1133 NA 2 42 No Travel_Rarely
## 1134 1134 NA 3 38 No Travel_Frequently
## 1135 1135 NA 4 32 Yes Travel_Rarely
## 1136 1136 NA 3 26 No Travel_Rarely
## 1137 1137 NA 3 37 No Travel_Rarely
## 1138 1138 NA 7 41 No Travel_Frequently
## 1139 1139 NA 13 38 No Travel_Rarely
## 1140 1140 NA 11 43 No Travel_Rarely
## 1141 1141 NA 8 31 No Travel_Rarely
## 1142 1142 NA 2 42 No Travel_Rarely
## 1143 1143 NA 8 48 No Travel_Rarely
## 1144 1144 NA 2 28 No Travel_Rarely
## 1145 1145 NA 2 44 No Travel_Frequently
## 1146 1146 NA 1 45 No Travel_Rarely
## 1147 1147 NA 2 34 No Travel_Rarely
## 1148 1148 NA 2 31 No Travel_Rarely
## 1149 1149 NA 2 29 No Travel_Rarely
## 1150 1150 NA 8 30 No Travel_Rarely
## 1151 1151 NA 3 38 No Travel_Frequently
## 1152 1152 NA 0 27 No Travel_Frequently
## 1153 1153 NA 3 54 No Travel_Frequently
## 1154 1154 NA 0 28 Yes Travel_Rarely
## 1155 1155 NA 11 49 No Travel_Rarely
## 1156 1156 NA 0 51 No Travel_Rarely
## 1157 1157 NA 2 29 Yes Travel_Rarely
## 1158 1158 NA 0 36 No Travel_Rarely
## 1159 1159 NA 2 27 No Travel_Rarely
## 1160 1160 NA 1 36 No Travel_Rarely
## 1161 1161 NA 2 44 Yes Travel_Rarely
## 1162 1162 NA 0 38 No Travel_Rarely
## 1163 1163 NA 10 29 No Travel_Frequently
## 1164 1164 NA 2 37 No Travel_Rarely
## 1165 1165 NA 7 26 Yes Travel_Frequently
## 1166 1166 NA 2 32 No Travel_Frequently
## 1167 1167 NA 1 40 No Travel_Rarely
## 1168 1168 NA 4 30 No Travel_Rarely
## 1169 1169 NA 3 27 No Travel_Rarely
## 1170 1170 NA 7 37 No Travel_Rarely
## DailyRate Department DistanceFromHome Education
## 1 117 Sales 13 4
## 2 1308 Research & Development 14 3
## 3 200 Research & Development 18 2
## 4 801 Sales 1 4
## 5 567 Research & Development 2 1
## 6 294 Research & Development 10 2
## 7 1283 Research & Development 5 5
## 8 309 Sales 10 4
## 9 1333 Sales 10 4
## 10 653 Research & Development 10 4
## 11 823 Research & Development 6 3
## 12 280 Human Resources 1 2
## 13 950 Research & Development 7 3
## 14 202 Sales 2 1
## 15 991 Human Resources 1 2
## 16 1188 Sales 20 2
## 17 498 Research & Development 3 4
## 18 1144 Research & Development 7 4
## 19 181 Research & Development 2 4
## 20 170 Research & Development 1 4
## 21 913 Research & Development 9 2
## 22 817 Sales 2 1
## 23 1001 Research & Development 9 5
## 24 715 Sales 2 4
## 25 1069 Research & Development 1 3
## 26 1099 Sales 5 3
## 27 1245 Sales 14 3
## 28 603 Sales 9 4
## 29 1168 Sales 24 4
## 30 715 Research & Development 19 4
## 31 689 Sales 9 2
## 32 267 Research & Development 21 3
## 33 488 Sales 2 3
## 34 982 Research & Development 1 4
## 35 1373 Research & Development 5 4
## 36 1311 Research & Development 7 3
## 37 737 Sales 10 3
## 38 1456 Sales 13 5
## 39 206 Human Resources 8 4
## 40 793 Sales 20 3
## 41 350 Sales 2 3
## 42 954 Sales 2 2
## 43 464 Research & Development 16 3
## 44 1059 Research & Development 9 2
## 45 373 Research & Development 1 2
## 46 748 Research & Development 9 2
## 47 964 Sales 1 2
## 48 770 Sales 10 4
## 49 1306 Sales 5 3
## 50 691 Research & Development 9 3
## 51 362 Research & Development 1 1
## 52 1055 Research & Development 1 3
## 53 1117 Research & Development 2 1
## 54 805 Research & Development 4 2
## 55 746 Research & Development 8 4
## 56 548 Research & Development 9 4
## 57 933 Research & Development 19 3
## 58 1370 Research & Development 3 1
## 59 728 Research & Development 1 4
## 60 599 Sales 24 1
## 61 530 Sales 3 1
## 62 325 Research & Development 10 4
## 63 1154 Sales 2 2
## 64 1431 Research & Development 14 3
## 65 984 Research & Development 17 2
## 66 334 Research & Development 5 2
## 67 1017 Research & Development 6 4
## 68 571 Research & Development 12 2
## 69 664 Research & Development 1 3
## 70 1372 Research & Development 1 3
## 71 642 Research & Development 1 3
## 72 866 Sales 5 3
## 73 556 Research & Development 23 2
## 74 167 Research & Development 12 4
## 75 1030 Sales 5 3
## 76 721 Research & Development 1 2
## 77 971 Sales 1 3
## 78 563 Sales 1 4
## 79 1052 Sales 6 3
## 80 1276 Research & Development 2 1
## 81 1141 Research & Development 11 2
## 82 1370 Research & Development 27 4
## 83 508 Research & Development 6 4
## 84 1319 Research & Development 6 3
## 85 429 Research & Development 2 4
## 86 715 Research & Development 2 3
## 87 703 Sales 14 4
## 88 622 Research & Development 14 4
## 89 994 Sales 8 3
## 90 705 Sales 2 4
## 91 1490 Research & Development 2 2
## 92 408 Sales 23 1
## 93 1373 Research & Development 2 2
## 94 670 Research & Development 10 4
## 95 1452 Research & Development 11 3
## 96 635 Sales 1 1
## 97 228 Sales 3 3
## 98 1040 Research & Development 2 2
## 99 410 Research & Development 2 1
## 100 401 Research & Development 1 3
## 101 1377 Research & Development 11 1
## 102 326 Sales 8 2
## 103 1381 Sales 4 4
## 104 885 Research & Development 4 3
## 105 447 Research & Development 2 3
## 106 1384 Research & Development 3 4
## 107 1496 Research & Development 1 1
## 108 189 Human Resources 26 4
## 109 261 Research & Development 21 2
## 110 529 Research & Development 2 3
## 111 773 Research & Development 6 3
## 112 1053 Research & Development 1 2
## 113 994 Research & Development 7 4
## 114 1225 Research & Development 2 4
## 115 1361 Sales 17 4
## 116 1252 Sales 19 2
## 117 1356 Sales 10 4
## 118 1378 Research & Development 13 2
## 119 465 Research & Development 14 3
## 120 404 Research & Development 2 4
## 121 427 Research & Development 8 3
## 122 501 Sales 5 1
## 123 930 Sales 9 3
## 124 243 Sales 7 4
## 125 442 Sales 2 2
## 126 1224 Sales 7 4
## 127 1125 Research & Development 16 1
## 128 556 Research & Development 25 2
## 129 930 Research & Development 6 3
## 130 1319 Sales 3 3
## 131 991 Sales 5 3
## 132 1313 Sales 11 4
## 133 1368 Research & Development 28 4
## 134 492 Research & Development 12 3
## 135 559 Research & Development 10 4
## 136 791 Research & Development 2 2
## 137 805 Research & Development 1 2
## 138 1441 Research & Development 17 3
## 139 1122 Research & Development 6 3
## 140 1189 Sales 3 3
## 141 1369 Research & Development 23 3
## 142 848 Research & Development 23 4
## 143 566 Research & Development 7 2
## 144 228 Sales 6 4
## 145 1202 Research & Development 2 1
## 146 746 Sales 2 3
## 147 931 Research & Development 14 3
## 148 1242 Sales 8 4
## 149 477 Research & Development 24 3
## 150 580 Research & Development 27 3
## 151 1365 Sales 13 4
## 152 929 Sales 10 3
## 153 906 Sales 7 3
## 154 447 Research & Development 5 3
## 155 546 Research & Development 10 3
## 156 641 Sales 25 2
## 157 444 Sales 2 2
## 158 203 Research & Development 2 3
## 159 1082 Research & Development 27 3
## 160 458 Research & Development 26 5
## 161 852 Research & Development 1 1
## 162 1366 Research & Development 24 2
## 163 1216 Sales 8 4
## 164 916 Research & Development 17 2
## 165 1232 Sales 16 3
## 166 500 Sales 2 3
## 167 301 Research & Development 22 4
## 168 922 Research & Development 1 5
## 169 956 Research & Development 6 2
## 170 1107 Research & Development 28 4
## 171 501 Sales 27 5
## 172 1169 Research & Development 14 4
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## 232 1 Sales Representative 4 Married
## 233 4 Sales Executive 3 Married
## 234 2 Sales Executive 1 Married
## 235 4 Manager 4 Married
## 236 3 Sales Executive 3 Married
## 237 5 Manager 3 Married
## 238 2 Research Scientist 4 Married
## 239 1 Human Resources 2 Married
## 240 3 Research Director 1 Divorced
## 241 3 Manufacturing Director 1 Married
## 242 5 Manager 2 Single
## 243 1 Research Scientist 2 Married
## 244 1 Sales Representative 1 Married
## 245 2 Manufacturing Director 4 Married
## 246 1 Laboratory Technician 4 Divorced
## 247 3 Manufacturing Director 4 Single
## 248 1 Sales Representative 2 Married
## 249 2 Research Scientist 4 Divorced
## 250 4 Manager 1 Married
## 251 1 Laboratory Technician 3 Divorced
## 252 2 Sales Executive 4 Divorced
## 253 1 Research Scientist 3 Single
## 254 1 Human Resources 1 Married
## 255 3 Research Director 2 Divorced
## 256 1 Research Scientist 3 Single
## 257 1 Sales Representative 2 Divorced
## 258 2 Sales Executive 1 Divorced
## 259 3 Sales Executive 4 Married
## 260 1 Laboratory Technician 3 Divorced
## 261 1 Sales Representative 4 Single
## 262 1 Research Scientist 1 Single
## 263 1 Laboratory Technician 4 Married
## 264 1 Sales Representative 4 Married
## 265 1 Laboratory Technician 3 Married
## 266 1 Laboratory Technician 2 Married
## 267 4 Research Director 1 Divorced
## 268 1 Laboratory Technician 2 Single
## 269 2 Healthcare Representative 3 Divorced
## 270 2 Manufacturing Director 1 Married
## 271 2 Sales Executive 3 Married
## 272 2 Research Scientist 2 Divorced
## 273 2 Sales Representative 3 Married
## 274 2 Sales Executive 1 Married
## 275 5 Research Director 2 Single
## 276 5 Manager 1 Divorced
## 277 1 Research Scientist 2 Married
## 278 1 Laboratory Technician 4 Single
## 279 2 Sales Executive 3 Single
## 280 2 Healthcare Representative 3 Married
## 281 2 Sales Executive 4 Married
## 282 1 Laboratory Technician 1 Single
## 283 2 Healthcare Representative 4 Divorced
## 284 2 Sales Executive 4 Divorced
## 285 1 Human Resources 3 Married
## 286 2 Laboratory Technician 3 Married
## 287 1 Research Scientist 2 Single
## 288 1 Laboratory Technician 4 Divorced
## 289 3 Sales Executive 4 Married
## 290 1 Sales Representative 4 Married
## 291 1 Laboratory Technician 4 Divorced
## 292 2 Laboratory Technician 2 Married
## 293 1 Research Scientist 2 Single
## 294 3 Research Director 2 Married
## 295 4 Manager 4 Single
## 296 1 Laboratory Technician 3 Married
## 297 2 Manufacturing Director 3 Married
## 298 2 Laboratory Technician 3 Single
## 299 1 Research Scientist 1 Single
## 300 1 Research Scientist 4 Married
## 301 2 Sales Executive 2 Married
## 302 3 Sales Executive 1 Married
## 303 1 Research Scientist 2 Divorced
## 304 2 Research Scientist 3 Single
## 305 1 Research Scientist 3 Single
## 306 1 Laboratory Technician 4 Married
## 307 1 Laboratory Technician 4 Married
## 308 1 Research Scientist 4 Married
## 309 2 Healthcare Representative 2 Married
## 310 2 Sales Executive 2 Married
## 311 2 Research Scientist 4 Married
## 312 4 Manufacturing Director 3 Single
## 313 1 Research Scientist 3 Single
## 314 2 Manufacturing Director 3 Married
## 315 2 Sales Executive 1 Single
## 316 2 Sales Executive 4 Single
## 317 1 Sales Representative 3 Married
## 318 2 Healthcare Representative 3 Single
## 319 2 Sales Executive 4 Married
## 320 1 Research Scientist 4 Single
## 321 1 Laboratory Technician 2 Married
## 322 1 Research Scientist 4 Married
## 323 1 Research Scientist 4 Divorced
## 324 2 Research Scientist 1 Divorced
## 325 4 Manufacturing Director 4 Married
## 326 1 Research Scientist 3 Single
## 327 5 Research Director 4 Divorced
## 328 2 Research Scientist 1 Divorced
## 329 2 Research Scientist 2 Divorced
## 330 4 Manager 1 Married
## 331 4 Manager 3 Single
## 332 3 Sales Executive 4 Married
## 333 1 Research Scientist 2 Divorced
## 334 3 Manufacturing Director 1 Married
## 335 5 Manager 4 Married
## 336 2 Research Scientist 3 Single
## 337 2 Sales Executive 4 Divorced
## 338 2 Healthcare Representative 4 Single
## 339 2 Sales Executive 3 Single
## 340 1 Laboratory Technician 1 Divorced
## 341 1 Research Scientist 1 Married
## 342 1 Laboratory Technician 4 Married
## 343 3 Healthcare Representative 4 Divorced
## 344 1 Research Scientist 3 Divorced
## 345 2 Sales Executive 1 Divorced
## 346 4 Sales Executive 1 Single
## 347 2 Manufacturing Director 3 Single
## 348 2 Manufacturing Director 2 Divorced
## 349 1 Research Scientist 3 Single
## 350 4 Healthcare Representative 4 Married
## 351 3 Research Director 1 Married
## 352 2 Sales Executive 4 Married
## 353 2 Research Scientist 4 Married
## 354 2 Healthcare Representative 4 Divorced
## 355 3 Sales Executive 3 Divorced
## 356 2 Sales Executive 1 Single
## 357 1 Research Scientist 2 Married
## 358 1 Research Scientist 2 Married
## 359 2 Manufacturing Director 4 Married
## 360 1 Laboratory Technician 4 Married
## 361 5 Manager 3 Married
## 362 1 Sales Representative 1 Single
## 363 5 Manager 4 Married
## 364 5 Research Director 3 Divorced
## 365 5 Manager 3 Married
## 366 4 Sales Executive 1 Married
## 367 2 Laboratory Technician 2 Divorced
## 368 2 Sales Executive 1 Married
## 369 1 Research Scientist 3 Married
## 370 2 Research Scientist 4 Single
## 371 2 Manufacturing Director 1 Married
## 372 3 Sales Executive 1 Married
## 373 3 Laboratory Technician 1 Divorced
## 374 1 Research Scientist 2 Married
## 375 1 Sales Representative 1 Single
## 376 4 Research Director 4 Single
## 377 1 Laboratory Technician 1 Single
## 378 2 Sales Executive 4 Divorced
## 379 1 Research Scientist 4 Married
## 380 1 Research Scientist 3 Married
## 381 5 Research Director 3 Married
## 382 1 Human Resources 3 Married
## 383 2 Sales Executive 1 Divorced
## 384 1 Sales Representative 1 Divorced
## 385 1 Research Scientist 3 Married
## 386 3 Research Director 1 Married
## 387 3 Sales Executive 3 Single
## 388 2 Manufacturing Director 4 Divorced
## 389 2 Sales Representative 4 Single
## 390 1 Sales Representative 2 Single
## 391 2 Sales Executive 1 Married
## 392 2 Sales Executive 4 Married
## 393 1 Research Scientist 1 Divorced
## 394 3 Sales Executive 1 Married
## 395 1 Research Scientist 4 Single
## 396 1 Research Scientist 4 Divorced
## 397 4 Research Director 3 Married
## 398 1 Human Resources 3 Married
## 399 2 Healthcare Representative 3 Divorced
## 400 3 Manufacturing Director 3 Single
## 401 2 Manufacturing Director 4 Single
## 402 2 Manufacturing Director 3 Divorced
## 403 1 Laboratory Technician 3 Single
## 404 3 Healthcare Representative 1 Married
## 405 1 Research Scientist 1 Single
## 406 4 Research Director 4 Divorced
## 407 2 Sales Executive 4 Married
## 408 1 Laboratory Technician 3 Divorced
## 409 4 Manager 4 Married
## 410 4 Research Director 1 Married
## 411 1 Human Resources 1 Married
## 412 3 Sales Executive 3 Single
## 413 1 Research Scientist 2 Married
## 414 2 Sales Executive 4 Single
## 415 1 Sales Representative 3 Divorced
## 416 2 Manufacturing Director 4 Divorced
## 417 1 Laboratory Technician 4 Single
## 418 1 Laboratory Technician 4 Married
## 419 2 Manufacturing Director 4 Married
## 420 3 Research Director 3 Married
## 421 2 Manufacturing Director 2 Married
## 422 2 Research Scientist 3 Married
## 423 2 Sales Executive 3 Married
## 424 1 Laboratory Technician 4 Single
## 425 2 Sales Executive 1 Married
## 426 3 Sales Executive 4 Divorced
## 427 1 Research Scientist 3 Divorced
## 428 1 Research Scientist 3 Single
## 429 1 Laboratory Technician 3 Single
## 430 2 Manufacturing Director 1 Married
## 431 2 Sales Executive 3 Single
## 432 1 Research Scientist 3 Divorced
## 433 2 Laboratory Technician 1 Single
## 434 1 Research Scientist 1 Divorced
## 435 3 Sales Executive 2 Divorced
## 436 2 Sales Executive 2 Married
## 437 1 Research Scientist 3 Single
## 438 1 Laboratory Technician 1 Single
## 439 1 Sales Representative 3 Married
## 440 2 Healthcare Representative 4 Single
## 441 2 Research Scientist 3 Single
## 442 1 Laboratory Technician 3 Married
## 443 1 Laboratory Technician 3 Single
## 444 1 Human Resources 4 Divorced
## 445 5 Research Director 4 Divorced
## 446 1 Research Scientist 4 Married
## 447 2 Research Scientist 4 Married
## 448 2 Healthcare Representative 1 Married
## 449 2 Laboratory Technician 4 Single
## 450 2 Sales Executive 1 Married
## 451 2 Healthcare Representative 4 Married
## 452 1 Research Scientist 2 Single
## 453 2 Sales Executive 4 Single
## 454 2 Sales Executive 3 Single
## 455 4 Manager 1 Married
## 456 5 Manager 2 Single
## 457 2 Sales Executive 4 Married
## 458 2 Sales Executive 4 Single
## 459 1 Research Scientist 1 Married
## 460 2 Laboratory Technician 4 Single
## 461 1 Laboratory Technician 3 Married
## 462 1 Laboratory Technician 2 Single
## 463 3 Sales Executive 4 Single
## 464 2 Manufacturing Director 4 Single
## 465 1 Research Scientist 3 Married
## 466 1 Research Scientist 4 Single
## 467 1 Sales Representative 4 Single
## 468 1 Laboratory Technician 4 Married
## 469 2 Sales Executive 1 Single
## 470 2 Manufacturing Director 1 Divorced
## 471 1 Research Scientist 2 Married
## 472 1 Research Scientist 4 Single
## 473 3 Research Director 1 Married
## 474 1 Research Scientist 4 Single
## 475 1 Laboratory Technician 3 Divorced
## 476 2 Sales Executive 4 Single
## 477 2 Sales Executive 3 Divorced
## 478 2 Sales Executive 3 Divorced
## 479 1 Laboratory Technician 1 Married
## 480 3 Research Director 4 Married
## 481 2 Healthcare Representative 1 Married
## 482 1 Research Scientist 4 Married
## 483 2 Research Scientist 4 Married
## 484 1 Research Scientist 1 Divorced
## 485 3 Healthcare Representative 4 Married
## 486 2 Sales Executive 4 Single
## 487 1 Sales Representative 4 Single
## 488 1 Research Scientist 3 Divorced
## 489 3 Laboratory Technician 3 Single
## 490 2 Healthcare Representative 3 Single
## 491 5 Research Director 1 Single
## 492 4 Research Director 1 Married
## 493 2 Sales Executive 3 Single
## 494 3 Healthcare Representative 2 Single
## 495 2 Sales Executive 3 Married
## 496 4 Manager 3 Married
## 497 1 Research Scientist 4 Married
## 498 1 Research Scientist 4 Married
## 499 2 Healthcare Representative 3 Married
## 500 2 Sales Executive 3 Married
## 501 3 Manufacturing Director 1 Married
## 502 1 Laboratory Technician 3 Single
## 503 1 Sales Representative 3 Married
## 504 3 Manufacturing Director 1 Divorced
## 505 4 Research Director 3 Married
## 506 2 Research Scientist 2 Married
## 507 1 Sales Representative 3 Single
## 508 3 Sales Executive 2 Married
## 509 1 Sales Representative 4 Divorced
## 510 5 Research Director 3 Married
## 511 2 Sales Executive 4 Married
## 512 3 Healthcare Representative 3 Married
## 513 1 Research Scientist 3 Married
## 514 3 Research Director 4 Single
## 515 1 Sales Representative 4 Single
## 516 2 Manufacturing Director 2 Divorced
## 517 1 Sales Representative 2 Married
## 518 1 Laboratory Technician 2 Divorced
## 519 2 Laboratory Technician 4 Married
## 520 1 Laboratory Technician 4 Single
## 521 1 Research Scientist 4 Single
## 522 1 Laboratory Technician 2 Married
## 523 3 Research Scientist 1 Divorced
## 524 5 Research Director 3 Divorced
## 525 1 Research Scientist 4 Married
## 526 3 Sales Executive 2 Married
## 527 2 Sales Executive 1 Divorced
## 528 2 Healthcare Representative 1 Married
## 529 1 Research Scientist 3 Single
## 530 1 Research Scientist 2 Married
## 531 3 Healthcare Representative 3 Married
## 532 2 Sales Executive 3 Single
## 533 1 Research Scientist 3 Married
## 534 2 Healthcare Representative 4 Divorced
## 535 1 Laboratory Technician 1 Married
## 536 1 Research Scientist 4 Divorced
## 537 3 Sales Executive 2 Single
## 538 1 Human Resources 3 Divorced
## 539 1 Sales Representative 2 Single
## 540 2 Sales Executive 1 Single
## 541 2 Laboratory Technician 3 Divorced
## 542 1 Research Scientist 1 Married
## 543 1 Research Scientist 3 Divorced
## 544 2 Manufacturing Director 3 Married
## 545 1 Research Scientist 1 Single
## 546 1 Research Scientist 4 Married
## 547 3 Laboratory Technician 2 Married
## 548 2 Laboratory Technician 3 Single
## 549 3 Research Director 2 Married
## 550 1 Human Resources 2 Single
## 551 5 Manager 3 Married
## 552 1 Human Resources 4 Divorced
## 553 2 Human Resources 4 Single
## 554 1 Research Scientist 3 Married
## 555 2 Healthcare Representative 4 Married
## 556 2 Sales Executive 3 Married
## 557 2 Laboratory Technician 3 Single
## 558 1 Research Scientist 4 Married
## 559 2 Manufacturing Director 2 Married
## 560 2 Sales Executive 3 Married
## 561 1 Laboratory Technician 2 Single
## 562 4 Research Director 3 Married
## 563 1 Laboratory Technician 2 Married
## 564 3 Research Director 3 Married
## 565 1 Laboratory Technician 3 Married
## 566 1 Research Scientist 4 Single
## 567 2 Laboratory Technician 1 Single
## 568 2 Sales Executive 1 Married
## 569 2 Sales Executive 3 Single
## 570 4 Manufacturing Director 3 Married
## 571 2 Sales Executive 2 Married
## 572 1 Research Scientist 4 Single
## 573 2 Sales Executive 4 Married
## 574 2 Sales Executive 3 Married
## 575 2 Sales Executive 2 Married
## 576 2 Manufacturing Director 3 Divorced
## 577 1 Sales Representative 1 Single
## 578 1 Laboratory Technician 3 Single
## 579 2 Manufacturing Director 3 Single
## 580 2 Healthcare Representative 4 Divorced
## 581 1 Laboratory Technician 4 Married
## 582 4 Research Director 4 Single
## 583 2 Healthcare Representative 4 Married
## 584 2 Sales Executive 2 Married
## 585 2 Healthcare Representative 4 Married
## 586 2 Laboratory Technician 4 Married
## 587 2 Research Scientist 4 Divorced
## 588 1 Sales Representative 1 Single
## 589 1 Laboratory Technician 3 Single
## 590 1 Laboratory Technician 1 Married
## 591 1 Research Scientist 3 Married
## 592 2 Sales Executive 2 Single
## 593 1 Sales Representative 3 Married
## 594 1 Laboratory Technician 1 Married
## 595 3 Manufacturing Director 3 Married
## 596 2 Sales Executive 1 Divorced
## 597 3 Manufacturing Director 2 Married
## 598 2 Laboratory Technician 3 Married
## 599 2 Manufacturing Director 2 Married
## 600 1 Research Scientist 4 Married
## 601 1 Sales Representative 2 Married
## 602 2 Research Scientist 1 Married
## 603 3 Research Director 1 Married
## 604 1 Laboratory Technician 4 Married
## 605 1 Sales Representative 2 Single
## 606 4 Research Director 3 Married
## 607 2 Sales Executive 3 Single
## 608 2 Sales Executive 1 Divorced
## 609 1 Laboratory Technician 1 Single
## 610 1 Sales Representative 4 Single
## 611 2 Laboratory Technician 4 Married
## 612 2 Healthcare Representative 3 Single
## 613 1 Laboratory Technician 1 Married
## 614 1 Sales Representative 2 Single
## 615 3 Sales Executive 3 Divorced
## 616 2 Laboratory Technician 4 Married
## 617 1 Laboratory Technician 2 Married
## 618 2 Sales Executive 1 Divorced
## 619 3 Healthcare Representative 1 Married
## 620 1 Laboratory Technician 3 Married
## 621 1 Laboratory Technician 4 Single
## 622 2 Manufacturing Director 3 Divorced
## 623 1 Research Scientist 4 Single
## 624 3 Human Resources 4 Single
## 625 1 Laboratory Technician 1 Single
## 626 1 Research Scientist 3 Divorced
## 627 2 Sales Executive 3 Married
## 628 3 Research Director 4 Divorced
## 629 3 Manufacturing Director 2 Married
## 630 3 Healthcare Representative 2 Single
## 631 1 Research Scientist 4 Married
## 632 3 Sales Executive 4 Single
## 633 2 Sales Executive 4 Single
## 634 1 Laboratory Technician 4 Divorced
## 635 3 Healthcare Representative 1 Married
## 636 1 Laboratory Technician 4 Married
## 637 4 Manager 1 Married
## 638 3 Sales Executive 3 Divorced
## 639 1 Research Scientist 4 Married
## 640 1 Sales Representative 1 Divorced
## 641 1 Laboratory Technician 3 Divorced
## 642 2 Healthcare Representative 1 Divorced
## 643 4 Manager 1 Single
## 644 1 Research Scientist 1 Married
## 645 1 Research Scientist 1 Divorced
## 646 3 Sales Executive 4 Married
## 647 1 Laboratory Technician 3 Single
## 648 1 Laboratory Technician 3 Married
## 649 2 Sales Executive 1 Single
## 650 1 Laboratory Technician 1 Single
## 651 1 Laboratory Technician 1 Single
## 652 2 Sales Executive 4 Divorced
## 653 3 Research Director 3 Single
## 654 3 Manager 3 Married
## 655 1 Laboratory Technician 3 Single
## 656 2 Healthcare Representative 1 Married
## 657 3 Research Director 2 Married
## 658 4 Manager 4 Divorced
## 659 2 Manufacturing Director 2 Single
## 660 2 Manufacturing Director 2 Single
## 661 2 Laboratory Technician 4 Married
## 662 1 Research Scientist 3 Divorced
## 663 3 Sales Executive 4 Divorced
## 664 1 Laboratory Technician 4 Divorced
## 665 2 Sales Executive 3 Single
## 666 2 Healthcare Representative 3 Single
## 667 3 Sales Executive 4 Married
## 668 1 Laboratory Technician 4 Divorced
## 669 2 Laboratory Technician 3 Married
## 670 4 Research Director 4 Married
## 671 3 Research Director 3 Single
## 672 2 Sales Executive 4 Divorced
## 673 2 Sales Executive 1 Single
## 674 1 Research Scientist 2 Divorced
## 675 1 Research Scientist 3 Married
## 676 5 Manager 2 Married
## 677 2 Manufacturing Director 2 Married
## 678 2 Laboratory Technician 3 Married
## 679 2 Manufacturing Director 2 Divorced
## 680 1 Sales Representative 3 Married
## 681 2 Sales Executive 1 Married
## 682 1 Laboratory Technician 4 Married
## 683 2 Healthcare Representative 3 Married
## 684 3 Healthcare Representative 4 Divorced
## 685 1 Research Scientist 4 Married
## 686 3 Manufacturing Director 2 Divorced
## 687 3 Healthcare Representative 4 Single
## 688 1 Research Scientist 2 Married
## 689 1 Laboratory Technician 4 Single
## 690 1 Human Resources 2 Divorced
## 691 2 Human Resources 3 Married
## 692 3 Manager 2 Married
## 693 2 Healthcare Representative 4 Single
## 694 1 Research Scientist 4 Single
## 695 2 Sales Executive 4 Divorced
## 696 1 Sales Representative 4 Single
## 697 4 Manager 4 Married
## 698 2 Laboratory Technician 2 Single
## 699 1 Sales Representative 4 Single
## 700 5 Research Director 2 Married
## 701 1 Human Resources 2 Married
## 702 2 Sales Executive 3 Married
## 703 3 Sales Executive 4 Married
## 704 1 Human Resources 2 Married
## 705 1 Human Resources 3 Married
## 706 2 Sales Executive 4 Single
## 707 2 Research Scientist 4 Married
## 708 1 Human Resources 2 Single
## 709 1 Laboratory Technician 3 Married
## 710 4 Manager 1 Divorced
## 711 3 Manager 1 Married
## 712 4 Manager 4 Divorced
## 713 1 Laboratory Technician 2 Single
## 714 3 Sales Executive 4 Married
## 715 3 Sales Executive 1 Single
## 716 1 Human Resources 3 Married
## 717 2 Sales Executive 3 Married
## 718 2 Research Scientist 3 Single
## 719 2 Sales Executive 4 Single
## 720 3 Manufacturing Director 2 Divorced
## 721 3 Manufacturing Director 3 Married
## 722 2 Manufacturing Director 3 Married
## 723 1 Research Scientist 1 Divorced
## 724 3 Manufacturing Director 4 Single
## 725 1 Laboratory Technician 3 Single
## 726 2 Manufacturing Director 3 Married
## 727 1 Sales Representative 4 Married
## 728 1 Research Scientist 3 Divorced
## 729 1 Laboratory Technician 4 Single
## 730 1 Laboratory Technician 4 Married
## 731 2 Manufacturing Director 2 Divorced
## 732 2 Sales Executive 3 Married
## 733 1 Human Resources 2 Married
## 734 2 Sales Executive 3 Married
## 735 1 Research Scientist 4 Single
## 736 2 Sales Executive 3 Single
## 737 4 Sales Executive 4 Married
## 738 2 Sales Executive 4 Single
## 739 2 Sales Executive 3 Married
## 740 2 Laboratory Technician 4 Single
## 741 2 Sales Executive 3 Married
## 742 3 Manager 4 Divorced
## 743 2 Research Scientist 4 Married
## 744 1 Laboratory Technician 2 Single
## 745 2 Sales Executive 3 Divorced
## 746 1 Laboratory Technician 1 Divorced
## 747 1 Human Resources 1 Divorced
## 748 2 Healthcare Representative 1 Single
## 749 1 Laboratory Technician 1 Divorced
## 750 1 Research Scientist 4 Single
## 751 1 Sales Representative 4 Single
## 752 1 Sales Representative 2 Single
## 753 4 Healthcare Representative 3 Married
## 754 3 Sales Executive 2 Married
## 755 3 Research Director 3 Married
## 756 1 Laboratory Technician 3 Single
## 757 2 Healthcare Representative 4 Married
## 758 2 Healthcare Representative 3 Married
## 759 1 Laboratory Technician 3 Married
## 760 5 Manager 2 Single
## 761 1 Research Scientist 1 Single
## 762 4 Manager 4 Married
## 763 2 Sales Executive 2 Single
## 764 2 Sales Executive 3 Married
## 765 1 Human Resources 4 Married
## 766 2 Laboratory Technician 1 Single
## 767 1 Research Scientist 3 Married
## 768 3 Sales Executive 1 Divorced
## 769 2 Manufacturing Director 4 Divorced
## 770 2 Sales Executive 3 Married
## 771 2 Sales Executive 4 Single
## 772 3 Sales Executive 1 Divorced
## 773 3 Healthcare Representative 3 Single
## 774 1 Research Scientist 3 Married
## 775 3 Healthcare Representative 4 Married
## 776 1 Research Scientist 3 Single
## 777 1 Human Resources 3 Divorced
## 778 1 Sales Representative 1 Divorced
## 779 1 Laboratory Technician 4 Single
## 780 1 Research Scientist 4 Married
## 781 1 Sales Representative 2 Single
## 782 2 Healthcare Representative 3 Single
## 783 1 Human Resources 2 Divorced
## 784 2 Sales Executive 3 Married
## 785 2 Sales Executive 2 Married
## 786 4 Research Director 2 Single
## 787 3 Manager 3 Married
## 788 2 Research Scientist 2 Married
## 789 5 Research Director 1 Married
## 790 1 Research Scientist 2 Single
## 791 2 Laboratory Technician 1 Married
## 792 1 Research Scientist 2 Single
## 793 3 Manufacturing Director 3 Married
## 794 3 Healthcare Representative 3 Divorced
## 795 2 Manufacturing Director 4 Divorced
## 796 1 Research Scientist 1 Single
## 797 4 Healthcare Representative 4 Married
## 798 1 Laboratory Technician 1 Married
## 799 1 Research Scientist 2 Single
## 800 2 Healthcare Representative 1 Divorced
## 801 2 Sales Executive 1 Married
## 802 2 Sales Executive 4 Single
## 803 4 Manager 1 Married
## 804 3 Sales Executive 1 Single
## 805 2 Laboratory Technician 2 Married
## 806 3 Healthcare Representative 1 Married
## 807 2 Sales Executive 3 Married
## 808 1 Research Scientist 4 Married
## 809 1 Research Scientist 4 Married
## 810 1 Research Scientist 2 Married
## 811 2 Laboratory Technician 1 Divorced
## 812 1 Laboratory Technician 4 Married
## 813 2 Sales Executive 3 Divorced
## 814 5 Manager 3 Married
## 815 1 Sales Representative 2 Married
## 816 1 Research Scientist 4 Married
## 817 2 Manufacturing Director 4 Single
## 818 3 Research Director 3 Married
## 819 1 Laboratory Technician 4 Single
## 820 2 Sales Executive 3 Single
## 821 1 Research Scientist 4 Married
## 822 2 Sales Executive 4 Divorced
## 823 2 Sales Executive 3 Married
## 824 1 Laboratory Technician 3 Married
## 825 2 Manufacturing Director 3 Married
## 826 5 Research Director 4 Divorced
## 827 3 Sales Executive 3 Married
## 828 2 Sales Executive 1 Single
## 829 1 Laboratory Technician 2 Married
## 830 5 Manager 2 Married
## 831 2 Laboratory Technician 1 Married
## 832 1 Sales Representative 3 Single
## 833 1 Laboratory Technician 1 Married
## 834 1 Research Scientist 1 Single
## 835 4 Healthcare Representative 2 Divorced
## 836 3 Sales Executive 2 Divorced
## 837 1 Research Scientist 3 Married
## 838 2 Sales Executive 4 Single
## 839 3 Manufacturing Director 2 Divorced
## 840 5 Research Director 2 Married
## 841 1 Laboratory Technician 3 Single
## 842 3 Human Resources 1 Single
## 843 4 Manufacturing Director 4 Married
## 844 3 Healthcare Representative 4 Divorced
## 845 2 Sales Executive 4 Single
## 846 2 Laboratory Technician 1 Divorced
## 847 1 Laboratory Technician 2 Single
## 848 3 Healthcare Representative 4 Divorced
## 849 2 Sales Executive 3 Married
## 850 1 Laboratory Technician 4 Married
## 851 2 Sales Executive 3 Married
## 852 1 Laboratory Technician 3 Single
## 853 2 Laboratory Technician 3 Single
## 854 2 Healthcare Representative 1 Single
## 855 2 Manufacturing Director 2 Married
## 856 1 Sales Representative 3 Married
## 857 1 Research Scientist 1 Single
## 858 3 Manufacturing Director 3 Married
## 859 1 Laboratory Technician 1 Married
## 860 3 Healthcare Representative 4 Married
## 861 1 Laboratory Technician 3 Single
## 862 3 Sales Executive 4 Single
## 863 2 Sales Executive 4 Single
## 864 4 Sales Executive 3 Divorced
## 865 3 Manufacturing Director 4 Married
## 866 3 Manufacturing Director 4 Single
## 867 2 Sales Executive 4 Married
## 868 2 Sales Executive 3 Married
## 869 1 Research Scientist 3 Married
## 870 2 Laboratory Technician 2 Single
## 871 2 Sales Executive 4 Married
## 872 1 Research Scientist 4 Single
## 873 4 Sales Executive 3 Single
## 874 1 Laboratory Technician 2 Married
## 875 1 Laboratory Technician 1 Divorced
## 876 2 Sales Representative 4 Married
## 877 2 Sales Executive 2 Married
## 878 1 Laboratory Technician 3 Single
## 879 1 Research Scientist 3 Divorced
## 880 4 Manufacturing Director 2 Single
## 881 3 Sales Executive 4 Divorced
## 882 1 Laboratory Technician 2 Married
## 883 2 Sales Executive 3 Married
## 884 2 Sales Executive 4 Married
## 885 2 Sales Executive 2 Married
## 886 2 Manufacturing Director 3 Married
## 887 2 Healthcare Representative 3 Divorced
## 888 2 Manufacturing Director 1 Divorced
## 889 2 Laboratory Technician 4 Divorced
## 890 1 Human Resources 3 Single
## 891 2 Research Scientist 4 Single
## 892 3 Sales Executive 2 Married
## 893 3 Sales Executive 4 Single
## 894 2 Sales Executive 4 Divorced
## 895 3 Healthcare Representative 2 Divorced
## 896 3 Manufacturing Director 4 Divorced
## 897 3 Sales Executive 1 Single
## 898 4 Manager 3 Married
## 899 2 Sales Executive 1 Single
## 900 1 Research Scientist 3 Married
## 901 1 Laboratory Technician 2 Married
## 902 2 Sales Executive 3 Married
## 903 2 Sales Executive 3 Divorced
## 904 1 Laboratory Technician 4 Married
## 905 4 Manager 4 Married
## 906 2 Sales Executive 2 Married
## 907 3 Healthcare Representative 1 Married
## 908 2 Manufacturing Director 4 Divorced
## 909 1 Laboratory Technician 3 Single
## 910 1 Research Scientist 1 Single
## 911 5 Research Director 4 Married
## 912 1 Human Resources 2 Married
## 913 1 Laboratory Technician 1 Married
## 914 3 Manager 1 Single
## 915 2 Manufacturing Director 3 Single
## 916 2 Laboratory Technician 3 Single
## 917 1 Research Scientist 1 Married
## 918 2 Sales Executive 4 Single
## 919 1 Sales Representative 2 Married
## 920 1 Laboratory Technician 1 Married
## 921 1 Sales Representative 2 Single
## 922 1 Laboratory Technician 4 Married
## 923 2 Laboratory Technician 3 Divorced
## 924 2 Human Resources 1 Married
## 925 4 Manager 3 Married
## 926 1 Laboratory Technician 3 Married
## 927 2 Sales Executive 4 Married
## 928 3 Research Director 3 Married
## 929 1 Laboratory Technician 4 Divorced
## 930 1 Laboratory Technician 4 Single
## 931 2 Sales Executive 3 Divorced
## 932 3 Research Director 4 Single
## 933 3 Sales Executive 1 Married
## 934 1 Laboratory Technician 4 Divorced
## 935 1 Laboratory Technician 1 Single
## 936 1 Laboratory Technician 1 Single
## 937 3 Healthcare Representative 1 Divorced
## 938 3 Manufacturing Director 4 Single
## 939 2 Research Scientist 4 Single
## 940 1 Sales Representative 2 Married
## 941 1 Laboratory Technician 1 Single
## 942 3 Sales Executive 3 Married
## 943 3 Sales Executive 1 Single
## 944 2 Manufacturing Director 4 Married
## 945 1 Sales Representative 3 Single
## 946 2 Healthcare Representative 4 Divorced
## 947 1 Sales Representative 2 Single
## 948 1 Research Scientist 4 Divorced
## 949 1 Human Resources 3 Divorced
## 950 2 Sales Executive 3 Single
## 951 1 Research Scientist 3 Married
## 952 2 Sales Executive 1 Married
## 953 2 Healthcare Representative 2 Single
## 954 1 Laboratory Technician 4 Single
## 955 2 Laboratory Technician 2 Single
## 956 3 Human Resources 3 Married
## 957 3 Manufacturing Director 4 Single
## 958 1 Laboratory Technician 3 Single
## 959 3 Sales Executive 3 Single
## 960 5 Research Director 2 Single
## 961 1 Research Scientist 4 Single
## 962 2 Research Scientist 4 Divorced
## 963 2 Healthcare Representative 1 Divorced
## 964 2 Human Resources 2 Married
## 965 1 Research Scientist 4 Married
## 966 5 Research Director 3 Divorced
## 967 1 Research Scientist 1 Single
## 968 3 Sales Executive 3 Married
## 969 4 Manager 1 Married
## 970 1 Laboratory Technician 2 Divorced
## 971 2 Sales Executive 4 Single
## 972 2 Healthcare Representative 4 Married
## 973 1 Laboratory Technician 3 Single
## 974 1 Research Scientist 2 Single
## 975 2 Manufacturing Director 3 Divorced
## 976 1 Research Scientist 4 Single
## 977 2 Healthcare Representative 3 Single
## 978 1 Research Scientist 1 Single
## 979 3 Manufacturing Director 3 Married
## 980 5 Manager 3 Married
## 981 1 Sales Representative 3 Married
## 982 3 Sales Executive 4 Married
## 983 1 Laboratory Technician 4 Single
## 984 1 Sales Representative 3 Single
## 985 2 Sales Executive 4 Married
## 986 1 Research Scientist 3 Single
## 987 1 Research Scientist 4 Married
## 988 2 Sales Executive 4 Married
## 989 3 Manufacturing Director 1 Single
## 990 1 Research Scientist 2 Single
## 991 2 Human Resources 4 Married
## 992 1 Research Scientist 3 Married
## 993 2 Human Resources 4 Married
## 994 2 Sales Executive 2 Married
## 995 2 Sales Executive 4 Single
## 996 2 Research Scientist 3 Single
## 997 1 Research Scientist 3 Married
## 998 4 Research Director 4 Single
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## 1169 6 5 2 5
## 1170 8 3 2 8
## YearsInCurrentRole YearsSinceLastPromotion LogMonthlyIncome
## 1 2 0 8.390041
## 2 7 4 9.884610
## 3 2 2 9.144414
## 4 10 5 9.251674
## 5 3 1 8.232174
## 6 7 1 9.081711
## 7 2 0 7.662468
## 8 0 0 8.808967
## 9 1 0 7.705262
## 10 2 7 8.529714
## 11 12 6 9.872616
## 12 2 2 7.903227
## 13 5 1 9.232200
## 14 0 0 7.814400
## 15 6 5 8.138273
## 16 8 0 8.843904
## 17 7 6 8.813587
## 18 0 0 8.567506
## 19 0 1 7.983440
## 20 0 2 8.523772
## 21 2 0 9.087834
## 22 2 2 9.002085
## 23 7 4 8.644530
## 24 2 0 8.581482
## 25 0 1 8.846353
## 26 9 3 9.809891
## 27 8 7 9.202711
## 28 2 0 9.014812
## 29 2 2 9.254166
## 30 3 1 8.356555
## 31 7 0 8.448486
## 32 11 2 7.614805
## 33 7 7 9.733411
## 34 0 1 7.722235
## 35 0 0 9.177714
## 36 1 0 7.935230
## 37 12 6 9.240482
## 38 2 2 8.721602
## 39 3 7 9.889236
## 40 2 2 7.934155
## 41 9 14 9.698368
## 42 7 3 8.799662
## 43 2 2 7.858254
## 44 0 0 9.883948
## 45 0 0 7.109062
## 46 9 5 8.208764
## 47 0 0 8.815073
## 48 7 2 9.075665
## 49 0 0 7.537963
## 50 2 2 7.612831
## 51 0 0 7.870548
## 52 8 1 9.888425
## 53 5 7 7.606387
## 54 7 0 8.399985
## 55 7 1 8.394800
## 56 3 0 7.735870
## 57 2 2 7.922624
## 58 9 1 8.460199
## 59 2 0 9.518046
## 60 0 1 7.019297
## 61 7 3 9.242323
## 62 7 1 8.867005
## 63 2 1 8.028455
## 64 0 0 7.322510
## 65 0 0 7.700748
## 66 2 0 8.101072
## 67 11 11 8.801770
## 68 2 1 7.881182
## 69 2 1 7.693482
## 70 12 5 7.656810
## 71 3 1 7.930925
## 72 4 1 9.043459
## 73 0 0 8.685416
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## 75 7 7 9.041448
## 76 8 3 8.296796
## 77 9 8 8.865453
## 78 0 0 9.773777
## 79 7 12 9.089866
## 80 0 0 7.029088
## 81 0 0 8.471568
## 82 7 0 8.836810
## 83 3 7 8.579417
## 84 7 6 8.695172
## 85 14 5 8.596004
## 86 3 4 9.527047
## 87 7 1 8.509161
## 88 2 0 8.227643
## 89 8 1 9.074062
## 90 2 2 9.849401
## 91 0 0 7.439559
## 92 8 3 8.900549
## 93 0 0 7.644919
## 94 2 0 8.722906
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## 846 0 1 8.424639
## 847 0 0 7.301822
## 848 10 3 9.170872
## 849 4 1 8.760923
## 850 7 7 7.841493
## 851 2 2 8.424859
## 852 0 1 7.698936
## 853 5 0 8.341172
## 854 3 0 8.641356
## 855 2 0 8.473868
## 856 0 0 7.784889
## 857 2 0 7.884953
## 858 9 8 9.098626
## 859 0 1 7.713338
## 860 7 0 8.984443
## 861 0 7 7.950855
## 862 7 15 9.233178
## 863 2 0 8.576217
## 864 2 11 9.530248
## 865 1 1 9.146335
## 866 9 0 8.974365
## 867 2 2 8.404024
## 868 4 1 8.431853
## 869 2 0 8.406708
## 870 2 1 8.395026
## 871 7 7 NA
## 872 2 0 NA
## 873 7 3 NA
## 874 4 0 NA
## 875 7 0 NA
## 876 0 0 NA
## 877 7 0 NA
## 878 2 2 NA
## 879 7 0 NA
## 880 2 0 NA
## 881 7 4 NA
## 882 2 0 NA
## 883 0 1 NA
## 884 2 1 NA
## 885 0 0 NA
## 886 2 0 NA
## 887 0 1 NA
## 888 0 0 NA
## 889 7 1 NA
## 890 4 1 NA
## 891 8 8 NA
## 892 2 1 NA
## 893 8 4 NA
## 894 5 0 NA
## 895 7 0 NA
## 896 8 4 NA
## 897 0 0 NA
## 898 8 2 NA
## 899 8 9 NA
## 900 2 2 NA
## 901 2 2 NA
## 902 0 0 NA
## 903 7 7 NA
## 904 0 0 NA
## 905 3 1 NA
## 906 2 0 NA
## 907 9 9 NA
## 908 2 0 NA
## 909 2 2 NA
## 910 0 0 NA
## 911 7 0 NA
## 912 2 1 NA
## 913 3 0 NA
## 914 10 5 NA
## 915 2 2 NA
## 916 3 1 NA
## 917 2 1 NA
## 918 3 1 NA
## 919 0 0 NA
## 920 0 0 NA
## 921 2 1 NA
## 922 0 0 NA
## 923 0 0 NA
## 924 3 0 NA
## 925 8 4 NA
## 926 7 1 NA
## 927 7 0 NA
## 928 16 1 NA
## 929 0 0 NA
## 930 7 3 NA
## 931 14 0 NA
## 932 7 7 NA
## 933 7 0 NA
## 934 0 0 NA
## 935 0 0 NA
## 936 0 0 NA
## 937 2 0 NA
## 938 2 0 NA
## 939 7 1 NA
## 940 0 0 NA
## 941 4 1 NA
## 942 6 7 NA
## 943 16 7 NA
## 944 2 2 NA
## 945 0 0 NA
## 946 4 1 NA
## 947 0 1 NA
## 948 2 0 NA
## 949 7 1 NA
## 950 4 1 NA
## 951 3 3 NA
## 952 7 7 NA
## 953 3 0 NA
## 954 4 0 NA
## 955 4 0 NA
## 956 0 0 NA
## 957 4 0 NA
## 958 7 7 NA
## 959 0 0 NA
## 960 15 13 NA
## 961 5 1 NA
## 962 8 4 NA
## 963 3 1 NA
## 964 3 3 NA
## 965 2 2 NA
## 966 3 13 NA
## 967 4 0 NA
## 968 9 9 NA
## 969 2 2 NA
## 970 2 0 NA
## 971 7 0 NA
## 972 7 8 NA
## 973 2 0 NA
## 974 0 0 NA
## 975 2 3 NA
## 976 3 0 NA
## 977 2 2 NA
## 978 2 0 NA
## 979 14 5 NA
## 980 0 0 NA
## 981 3 4 NA
## 982 2 1 NA
## 983 2 2 NA
## 984 2 0 NA
## 985 3 0 NA
## 986 1 0 NA
## 987 0 0 NA
## 988 3 0 NA
## 989 6 2 NA
## 990 2 2 NA
## 991 4 0 NA
## 992 3 0 NA
## 993 9 4 NA
## 994 0 0 NA
## 995 3 1 NA
## 996 13 2 NA
## 997 1 0 NA
## 998 7 12 NA
## 999 9 0 NA
## 1000 0 0 NA
## 1001 2 0 NA
## 1002 0 0 NA
## 1003 5 1 NA
## 1004 0 0 NA
## 1005 2 7 NA
## 1006 2 0 NA
## 1007 2 2 NA
## 1008 2 1 NA
## 1009 7 4 NA
## 1010 7 4 NA
## 1011 0 0 NA
## 1012 0 0 NA
## 1013 12 11 NA
## 1014 1 0 NA
## 1015 3 0 NA
## 1016 4 0 NA
## 1017 6 7 NA
## 1018 8 0 NA
## 1019 9 7 NA
## 1020 0 0 NA
## 1021 7 3 NA
## 1022 0 0 NA
## 1023 2 2 NA
## 1024 15 14 NA
## 1025 6 7 NA
## 1026 0 1 NA
## 1027 2 1 NA
## 1028 4 1 NA
## 1029 2 2 NA
## 1030 6 3 NA
## 1031 2 1 NA
## 1032 7 1 NA
## 1033 8 0 NA
## 1034 0 1 NA
## 1035 7 0 NA
## 1036 0 1 NA
## 1037 5 1 NA
## 1038 7 7 NA
## 1039 3 2 NA
## 1040 7 1 NA
## 1041 4 1 NA
## 1042 2 0 NA
## 1043 7 3 NA
## 1044 14 4 NA
## 1045 3 1 NA
## 1046 0 0 NA
## 1047 2 1 NA
## 1048 6 8 NA
## 1049 2 7 NA
## 1050 2 2 NA
## 1051 7 1 NA
## 1052 1 1 NA
## 1053 2 0 NA
## 1054 2 2 NA
## 1055 2 1 NA
## 1056 2 0 NA
## 1057 2 2 NA
## 1058 13 1 NA
## 1059 0 4 NA
## 1060 3 0 NA
## 1061 9 2 NA
## 1062 7 7 NA
## 1063 11 4 NA
## 1064 2 0 NA
## 1065 3 1 NA
## 1066 3 0 NA
## 1067 3 0 NA
## 1068 8 11 NA
## 1069 3 0 NA
## 1070 2 2 NA
## 1071 0 0 NA
## 1072 10 3 NA
## 1073 1 2 NA
## 1074 0 1 NA
## 1075 0 0 NA
## 1076 15 15 NA
## 1077 13 4 NA
## 1078 8 0 NA
## 1079 0 7 NA
## 1080 4 0 NA
## 1081 2 2 NA
## 1082 3 1 NA
## 1083 0 1 NA
## 1084 9 6 NA
## 1085 7 1 NA
## 1086 13 1 NA
## 1087 2 0 NA
## 1088 0 0 NA
## 1089 2 0 NA
## 1090 2 4 NA
## 1091 7 1 NA
## 1092 12 11 NA
## 1093 8 0 NA
## 1094 1 1 NA
## 1095 3 1 NA
## 1096 5 4 NA
## 1097 1 0 NA
## 1098 2 1 NA
## 1099 0 0 NA
## 1100 3 0 NA
## 1101 8 9 NA
## 1102 4 1 NA
## 1103 7 7 NA
## 1104 2 0 NA
## 1105 2 0 NA
## 1106 5 1 NA
## 1107 7 6 NA
## 1108 2 0 NA
## 1109 7 0 NA
## 1110 3 0 NA
## 1111 11 2 NA
## 1112 4 0 NA
## 1113 6 7 NA
## 1114 3 1 NA
## 1115 14 12 NA
## 1116 6 7 NA
## 1117 0 0 NA
## 1118 8 7 NA
## 1119 0 0 NA
## 1120 2 0 NA
## 1121 2 2 NA
## 1122 4 2 NA
## 1123 8 8 NA
## 1124 8 11 NA
## 1125 0 0 NA
## 1126 0 0 NA
## 1127 3 1 NA
## 1128 2 1 NA
## 1129 10 0 NA
## 1130 3 1 NA
## 1131 2 2 NA
## 1132 9 15 NA
## 1133 2 2 NA
## 1134 3 3 NA
## 1135 4 0 NA
## 1136 3 1 NA
## 1137 4 0 NA
## 1138 3 1 NA
## 1139 10 5 NA
## 1140 10 6 NA
## 1141 0 7 NA
## 1142 7 4 NA
## 1143 11 4 NA
## 1144 2 0 NA
## 1145 7 0 NA
## 1146 3 0 NA
## 1147 3 1 NA
## 1148 2 2 NA
## 1149 2 1 NA
## 1150 10 10 NA
## 1151 2 0 NA
## 1152 2 0 NA
## 1153 3 0 NA
## 1154 1 0 NA
## 1155 11 5 NA
## 1156 7 1 NA
## 1157 2 0 NA
## 1158 0 0 NA
## 1159 2 2 NA
## 1160 2 0 NA
## 1161 4 0 NA
## 1162 0 0 NA
## 1163 8 3 NA
## 1164 5 1 NA
## 1165 7 1 NA
## 1166 2 2 NA
## 1167 10 11 NA
## 1168 4 4 NA
## 1169 3 0 NA
## 1170 7 1 NA
# Feature engineer variables
# BusinessTravel into (0-Non-Travel,1-Travel_Rarely,2-Travel_Frequently)
combinedEmployeeDataframe$BusinessTravelNumeric <- as.numeric(factor(combinedEmployeeDataframe$BusinessTravel,
levels = c("Travel_Frequently", "Travel_Rarely", "Non-Travel"),
labels = c(2,1,0), ordered = TRUE))
# Remove missing attrition values and create Knn/Naive Bayes models with top performing variables from ModelAnalysis.Rmd as well as feature engineered values from above
# save results to .csv file for further model analysis
combinedEmployeeDataframe
## ID MonthlyIncome YearsWithCurrManager Age Attrition BusinessTravel
## 1 1 4403 3 32 No Travel_Rarely
## 2 2 19626 9 40 No Travel_Rarely
## 3 3 9362 2 35 No Travel_Frequently
## 4 4 10422 7 32 No Travel_Rarely
## 5 5 3760 3 24 No Travel_Frequently
## 6 6 8793 7 27 No Travel_Frequently
## 7 7 2127 3 41 No Travel_Rarely
## 8 8 6694 0 37 No Travel_Rarely
## 9 9 2220 0 34 No Travel_Rarely
## 10 10 5063 7 34 No Travel_Frequently
## 11 11 19392 14 43 No Travel_Rarely
## 12 12 2706 2 28 No Non-Travel
## 13 13 10221 6 35 No Travel_Rarely
## 14 14 2476 0 30 No Travel_Rarely
## 15 15 3423 7 46 No Travel_Rarely
## 16 16 6932 0 31 No Non-Travel
## 17 17 6725 3 32 No Travel_Rarely
## 18 18 5258 0 46 No Non-Travel
## 19 19 2932 2 34 No Travel_Rarely
## 20 20 5033 2 44 No Travel_Rarely
## 21 21 8847 2 36 No Travel_Rarely
## 22 22 8120 2 48 No Travel_Rarely
## 23 23 5679 7 43 No Travel_Frequently
## 24 24 5332 3 31 No Travel_Frequently
## 25 25 6949 4 33 No Travel_Rarely
## 26 26 18213 10 44 No Travel_Rarely
## 27 27 9924 7 38 No Travel_Rarely
## 28 28 8224 3 33 Yes Travel_Rarely
## 29 29 10448 2 53 Yes Travel_Rarely
## 30 30 4258 2 52 No Non-Travel
## 31 31 4668 7 32 No Travel_Frequently
## 32 32 2028 13 33 No Travel_Rarely
## 33 33 16872 7 46 No Travel_Rarely
## 34 34 2258 7 35 No Travel_Rarely
## 35 35 9679 0 32 No Travel_Rarely
## 36 36 2794 3 32 No Travel_Frequently
## 37 37 10306 0 35 Yes Travel_Rarely
## 38 38 6134 2 36 Yes Travel_Rarely
## 39 39 19717 7 56 No Travel_Rarely
## 40 40 2791 2 31 No Travel_Frequently
## 41 41 16291 14 58 No Non-Travel
## 42 42 6632 1 45 No Travel_Rarely
## 43 43 2587 2 49 No Travel_Rarely
## 44 44 19613 1 42 No Travel_Rarely
## 45 45 1223 1 23 No Travel_Rarely
## 46 46 3673 8 42 No Travel_Frequently
## 47 47 6735 0 32 Yes Travel_Rarely
## 48 48 8740 7 38 No Travel_Rarely
## 49 49 1878 0 18 Yes Travel_Frequently
## 50 50 2024 2 27 No Non-Travel
## 51 51 2619 0 38 No Travel_Rarely
## 52 52 19701 5 58 No Travel_Rarely
## 53 53 2011 7 44 No Travel_Rarely
## 54 54 4447 8 45 No Non-Travel
## 55 55 4424 8 31 No Travel_Rarely
## 56 56 2289 4 41 No Travel_Rarely
## 57 57 2759 2 42 Yes Travel_Frequently
## 58 58 4723 5 29 No Travel_Rarely
## 59 59 13603 2 37 No Non-Travel
## 60 60 1118 0 25 Yes Travel_Frequently
## 61 61 10325 7 36 Yes Travel_Rarely
## 62 62 7094 7 36 No Travel_Rarely
## 63 63 3067 2 31 No Travel_Rarely
## 64 64 1514 0 18 No Non-Travel
## 65 65 2210 0 24 Yes Travel_Rarely
## 66 66 3298 5 32 No Travel_Rarely
## 67 67 6646 8 35 No Travel_Rarely
## 68 68 2647 4 23 No Travel_Rarely
## 69 69 2194 2 35 No Travel_Frequently
## 70 70 2115 7 37 No Travel_Rarely
## 71 71 2782 0 41 No Travel_Rarely
## 72 72 8463 3 28 No Travel_Rarely
## 73 73 5916 1 35 Yes Travel_Rarely
## 74 74 4766 0 41 No Travel_Rarely
## 75 75 8446 7 52 Yes Travel_Rarely
## 76 76 4011 7 30 No Travel_Frequently
## 77 77 7083 6 34 No Travel_Rarely
## 78 78 17567 12 46 No Travel_Rarely
## 79 79 8865 8 45 No Non-Travel
## 80 80 1129 0 31 No Travel_Rarely
## 81 81 4777 0 37 Yes Travel_Rarely
## 82 82 6883 7 35 No Travel_Rarely
## 83 83 5321 7 38 No Travel_Frequently
## 84 84 5974 7 37 No Travel_Rarely
## 85 85 5410 12 36 No Travel_Rarely
## 86 86 13726 3 59 No Travel_Rarely
## 87 87 4960 7 47 No Travel_Rarely
## 88 88 3743 2 35 Yes Travel_Rarely
## 89 89 8726 7 27 No Travel_Frequently
## 90 90 18947 1 46 No Travel_Rarely
## 91 91 1702 0 38 No Travel_Frequently
## 92 92 7336 10 29 Yes Travel_Rarely
## 93 93 2090 0 37 Yes Travel_Rarely
## 94 94 6142 4 35 No Travel_Rarely
## 95 95 19926 4 50 No Travel_Rarely
## 96 96 4907 6 42 No Travel_Rarely
## 97 97 16606 1 46 No Travel_Rarely
## 98 98 5163 0 37 No Non-Travel
## 99 99 3180 2 29 No Travel_Frequently
## 100 100 3294 2 34 No Travel_Rarely
## 101 101 2099 4 27 No Travel_Rarely
## 102 102 10793 9 31 No Travel_Rarely
## 103 103 6538 2 34 No Non-Travel
## 104 104 2819 2 23 No Travel_Rarely
## 105 105 16598 8 53 No Travel_Rarely
## 106 106 4420 7 26 No Travel_Rarely
## 107 107 4319 9 29 No Non-Travel
## 108 108 19636 4 55 No Travel_Rarely
## 109 109 8926 7 46 Yes Travel_Rarely
## 110 110 2439 2 32 No Travel_Rarely
## 111 111 2703 2 28 No Travel_Frequently
## 112 112 17099 8 52 No Travel_Rarely
## 113 113 10445 0 52 No Travel_Rarely
## 114 114 5093 0 35 No Non-Travel
## 115 115 8966 7 35 No Travel_Rarely
## 116 116 7642 9 37 No Non-Travel
## 117 117 4950 1 25 No Travel_Rarely
## 118 118 4025 3 29 No Travel_Rarely
## 119 119 2451 8 41 No Travel_Rarely
## 120 120 6687 11 34 No Travel_Rarely
## 121 121 11713 5 36 No Non-Travel
## 122 122 2380 2 21 No Travel_Rarely
## 123 123 10761 2 45 No Travel_Rarely
## 124 124 4028 5 38 No Travel_Rarely
## 125 125 4554 9 29 No Travel_Frequently
## 126 126 5204 9 35 No Travel_Rarely
## 127 127 3919 7 32 Yes Travel_Frequently
## 128 128 5906 8 45 No Travel_Rarely
## 129 129 4081 8 43 No Travel_Rarely
## 130 130 13225 8 46 No Travel_Rarely
## 131 131 4187 9 29 No Travel_Rarely
## 132 132 4507 4 49 No Travel_Rarely
## 133 133 4523 4 42 No Travel_Frequently
## 134 134 5295 0 39 No Travel_Rarely
## 135 135 5257 0 43 No Travel_Frequently
## 136 136 4244 7 40 No Travel_Frequently
## 137 137 2319 0 29 Yes Travel_Rarely
## 138 138 10739 8 54 No Travel_Rarely
## 139 139 2404 2 39 Yes Travel_Rarely
## 140 140 7428 3 37 No Travel_Rarely
## 141 141 13402 9 56 No Travel_Rarely
## 142 142 2372 2 58 No Travel_Rarely
## 143 143 10845 7 46 No Travel_Rarely
## 144 144 6502 1 37 No Travel_Rarely
## 145 145 6377 8 40 No Travel_Rarely
## 146 146 4649 2 29 No Non-Travel
## 147 147 2756 6 33 No Travel_Rarely
## 148 148 6392 2 33 No Travel_Rarely
## 149 149 3597 2 24 No Travel_Rarely
## 150 150 4877 0 28 No Travel_Rarely
## 151 151 4233 2 31 Yes Travel_Rarely
## 152 152 5396 8 32 No Travel_Rarely
## 153 153 5484 8 32 No Travel_Rarely
## 154 154 6870 2 41 No Travel_Rarely
## 155 155 2008 0 34 No Travel_Rarely
## 156 156 4736 2 30 No Non-Travel
## 157 157 5677 10 40 No Travel_Rarely
## 158 158 12169 5 39 Yes Travel_Frequently
## 159 159 10820 1 43 No Travel_Frequently
## 160 160 13191 0 42 No Travel_Frequently
## 161 161 5126 0 30 No Travel_Rarely
## 162 162 8722 9 28 Yes Non-Travel
## 163 163 7104 2 33 No Travel_Rarely
## 164 164 6545 2 42 No Travel_Rarely
## 165 165 8020 9 35 No Travel_Rarely
## 166 166 2044 2 20 Yes Travel_Rarely
## 167 167 16413 2 49 No Travel_Rarely
## 168 168 16184 5 33 No Travel_Rarely
## 169 169 5577 9 52 No Travel_Rarely
## 170 170 2514 7 29 No Travel_Rarely
## 171 171 5304 7 30 No Travel_Rarely
## 172 172 5467 7 47 No Non-Travel
## 173 173 10527 2 46 No Travel_Frequently
## 174 174 8380 8 33 No Travel_Rarely
## 175 175 14852 2 53 No Travel_Rarely
## 176 176 2070 2 21 No Travel_Rarely
## 177 177 19859 4 55 Yes Travel_Rarely
## 178 178 2042 2 26 Yes Travel_Frequently
## 179 179 8998 7 32 No Travel_Frequently
## 180 180 8686 7 38 No Travel_Rarely
## 181 181 10274 4 35 No Travel_Rarely
## 182 182 6893 7 38 No Travel_Rarely
## 183 183 4739 2 43 No Travel_Frequently
## 184 184 8376 2 39 No Travel_Rarely
## 185 185 3755 7 39 No Travel_Frequently
## 186 186 2070 4 28 No Travel_Rarely
## 187 187 5206 7 25 No Travel_Frequently
## 188 188 15972 2 47 No Travel_Rarely
## 189 189 19144 6 50 No Travel_Rarely
## 190 190 4221 4 28 No Non-Travel
## 191 191 5775 9 30 No Travel_Rarely
## 192 192 9637 2 31 No Travel_Frequently
## 193 193 4810 8 46 No Travel_Rarely
## 194 194 4051 7 48 No Travel_Rarely
## 195 195 3904 1 26 No Travel_Rarely
## 196 196 2723 0 51 No Travel_Rarely
## 197 197 2075 3 51 No Travel_Rarely
## 198 198 13120 3 49 No Travel_Rarely
## 199 199 10248 17 44 No Travel_Rarely
## 200 200 2127 0 24 No Travel_Rarely
## 201 201 13194 0 40 Yes Non-Travel
## 202 202 6220 9 32 No Travel_Rarely
## 203 203 6162 8 32 No Travel_Rarely
## 204 204 2216 7 28 Yes Travel_Rarely
## 205 205 3931 2 32 No Travel_Rarely
## 206 206 2559 1 44 No Travel_Rarely
## 207 207 5346 3 43 Yes Travel_Rarely
## 208 208 6673 0 38 Yes Travel_Rarely
## 209 209 3204 2 30 No Travel_Rarely
## 210 210 8189 7 41 No Travel_Rarely
## 211 211 13570 10 41 No Travel_Rarely
## 212 212 18303 0 42 No Travel_Rarely
## 213 213 4680 0 37 No Travel_Rarely
## 214 214 6062 2 42 No Travel_Rarely
## 215 215 2045 1 27 No Travel_Rarely
## 216 216 2345 2 40 No Travel_Rarely
## 217 217 9824 0 38 No Travel_Rarely
## 218 218 17174 7 48 No Travel_Frequently
## 219 219 2632 4 30 No Travel_Rarely
## 220 220 2875 2 26 No Travel_Rarely
## 221 221 6274 4 34 No Travel_Rarely
## 222 222 4286 0 45 Yes Travel_Frequently
## 223 223 5368 2 33 No Non-Travel
## 224 224 1563 0 28 No Travel_Rarely
## 225 225 4771 3 38 No Travel_Rarely
## 226 226 3748 7 30 No Travel_Rarely
## 227 227 1951 0 35 No Travel_Rarely
## 228 228 2328 2 22 No Travel_Rarely
## 229 229 4999 2 24 No Travel_Rarely
## 230 230 13966 12 49 No Travel_Rarely
## 231 231 5770 9 45 No Travel_Rarely
## 232 232 2014 2 35 No Travel_Rarely
## 233 233 12936 10 47 Yes Travel_Frequently
## 234 234 5940 5 54 No Travel_Rarely
## 235 235 16959 12 43 No Travel_Frequently
## 236 236 10609 7 37 Yes Travel_Rarely
## 237 237 18880 14 42 No Travel_Rarely
## 238 238 6322 5 32 No Travel_Rarely
## 239 239 2187 2 25 No Travel_Rarely
## 240 240 13269 11 50 No Travel_Rarely
## 241 241 7406 8 42 No Travel_Rarely
## 242 242 18061 0 45 No Travel_Frequently
## 243 243 2703 4 29 No Travel_Rarely
## 244 244 4400 2 25 Yes Travel_Rarely
## 245 245 5056 2 29 No Travel_Rarely
## 246 246 2532 3 29 No Travel_Rarely
## 247 247 7143 10 31 No Travel_Rarely
## 248 248 2269 2 32 No Travel_Rarely
## 249 249 5467 3 41 No Travel_Frequently
## 250 250 16595 8 41 No Travel_Rarely
## 251 251 2008 0 33 No Non-Travel
## 252 252 5079 7 36 No Non-Travel
## 253 253 2274 0 45 No Travel_Rarely
## 254 254 2956 0 31 Yes Travel_Rarely
## 255 255 13757 8 40 No Non-Travel
## 256 256 2438 2 43 No Non-Travel
## 257 257 2789 2 31 No Travel_Frequently
## 258 258 4779 2 30 No Travel_Rarely
## 259 259 9713 0 34 No Travel_Rarely
## 260 260 3977 2 25 No Travel_Rarely
## 261 261 2785 0 31 Yes Travel_Frequently
## 262 262 2362 7 29 Yes Travel_Rarely
## 263 263 2436 4 33 Yes Travel_Rarely
## 264 264 2157 2 29 No Travel_Frequently
## 265 265 2774 2 24 No Travel_Rarely
## 266 266 2426 3 35 No Travel_Rarely
## 267 267 17007 9 34 No Travel_Frequently
## 268 268 1393 0 32 Yes Travel_Rarely
## 269 269 5968 8 33 No Travel_Frequently
## 270 270 9957 2 30 No Travel_Rarely
## 271 271 5154 7 45 No Non-Travel
## 272 272 5433 9 34 No Travel_Rarely
## 273 273 3540 8 27 No Travel_Rarely
## 274 274 5647 2 36 No Travel_Rarely
## 275 275 18722 15 55 No Travel_Rarely
## 276 276 19943 2 56 No Travel_Rarely
## 277 277 2244 2 22 No Travel_Rarely
## 278 278 2455 7 43 No Travel_Frequently
## 279 279 5744 3 25 Yes Travel_Rarely
## 280 280 4035 2 55 No Travel_Rarely
## 281 281 7847 8 43 No Travel_Rarely
## 282 282 4721 17 41 No Travel_Rarely
## 283 283 6513 3 40 No Travel_Rarely
## 284 284 7547 7 31 No Travel_Rarely
## 285 285 2844 0 38 No Travel_Rarely
## 286 286 5207 7 33 No Travel_Rarely
## 287 287 2472 0 22 Yes Travel_Rarely
## 288 288 2661 2 34 No Travel_Rarely
## 289 289 9738 8 36 No Travel_Frequently
## 290 290 2572 2 35 No Travel_Rarely
## 291 291 2270 2 45 No Travel_Rarely
## 292 292 5674 8 36 No Non-Travel
## 293 293 2279 3 27 No Travel_Rarely
## 294 294 11957 12 47 No Non-Travel
## 295 295 16437 7 40 No Travel_Rarely
## 296 296 2660 2 35 No Travel_Rarely
## 297 297 9547 9 34 No Travel_Frequently
## 298 298 6074 6 34 Yes Travel_Frequently
## 299 299 2321 2 31 Yes Non-Travel
## 300 300 3464 2 28 Yes Travel_Rarely
## 301 301 6524 3 32 No Travel_Frequently
## 302 302 9069 8 35 No Travel_Frequently
## 303 303 3537 2 55 No Travel_Rarely
## 304 304 5098 8 35 No Travel_Rarely
## 305 305 2479 0 58 Yes Travel_Rarely
## 306 306 3162 4 24 No Non-Travel
## 307 307 2380 0 50 No Travel_Rarely
## 308 308 2979 0 34 No Non-Travel
## 309 309 6385 7 55 No Travel_Frequently
## 310 310 4851 2 25 No Travel_Rarely
## 311 311 5484 1 34 No Travel_Rarely
## 312 312 13237 13 40 No Travel_Rarely
## 313 313 4084 7 31 Yes Travel_Frequently
## 314 314 6132 0 51 No Travel_Rarely
## 315 315 5405 2 60 No Travel_Rarely
## 316 316 4163 7 47 No Travel_Rarely
## 317 317 2231 2 34 No Travel_Frequently
## 318 318 4617 2 24 No Travel_Rarely
## 319 319 6120 4 39 No Travel_Rarely
## 320 320 2994 1 19 No Travel_Rarely
## 321 321 2332 2 32 No Non-Travel
## 322 322 2691 8 34 No Travel_Rarely
## 323 323 3761 3 30 No Travel_Frequently
## 324 324 4615 7 46 No Travel_Rarely
## 325 325 12742 8 39 No Travel_Rarely
## 326 326 2318 0 27 No Travel_Rarely
## 327 327 19049 10 44 No Travel_Rarely
## 328 328 5410 2 42 No Travel_Rarely
## 329 329 2133 7 38 No Travel_Frequently
## 330 330 16799 9 42 No Travel_Rarely
## 331 331 15379 0 49 No Travel_Rarely
## 332 332 10400 8 32 Yes Travel_Rarely
## 333 333 2342 3 44 Yes Travel_Frequently
## 334 334 7412 7 27 No Travel_Rarely
## 335 335 18844 2 59 No Non-Travel
## 336 336 4508 8 33 Yes Travel_Frequently
## 337 337 4968 2 35 No Travel_Frequently
## 338 338 7756 4 34 No Travel_Frequently
## 339 339 4728 0 50 Yes Travel_Frequently
## 340 340 2341 0 27 No Travel_Rarely
## 341 341 3419 0 36 No Travel_Rarely
## 342 342 3867 2 28 No Travel_Frequently
## 343 343 7119 2 33 No Travel_Rarely
## 344 344 2083 0 30 No Travel_Frequently
## 345 345 4115 3 30 No Travel_Rarely
## 346 346 13341 10 39 No Travel_Rarely
## 347 347 4033 2 34 No Travel_Frequently
## 348 348 6397 4 26 No Travel_Frequently
## 349 349 2290 0 44 No Non-Travel
## 350 350 11103 1 56 No Travel_Rarely
## 351 351 13348 7 42 No Travel_Rarely
## 352 352 6929 7 31 No Travel_Rarely
## 353 353 4422 0 40 No Travel_Frequently
## 354 354 4069 2 40 No Non-Travel
## 355 355 10447 5 41 No Travel_Rarely
## 356 356 4759 12 34 No Travel_Rarely
## 357 357 2368 3 26 No Travel_Rarely
## 358 358 2546 1 29 Yes Travel_Rarely
## 359 359 6162 8 32 No Travel_Rarely
## 360 360 3210 11 36 No Travel_Rarely
## 361 361 19999 9 52 No Travel_Rarely
## 362 362 1091 0 29 Yes Travel_Frequently
## 363 363 19845 9 52 Yes Travel_Rarely
## 364 364 19436 9 40 No Travel_Rarely
## 365 365 19187 11 55 No Travel_Rarely
## 366 366 13212 7 56 No Travel_Frequently
## 367 367 4444 10 34 No Travel_Frequently
## 368 368 5473 1 40 No Travel_Rarely
## 369 369 2073 2 23 No Travel_Rarely
## 370 370 5055 7 32 No Travel_Rarely
## 371 371 4148 3 31 No Travel_Frequently
## 372 372 8412 8 30 No Non-Travel
## 373 373 5210 11 45 No Travel_Frequently
## 374 374 3936 7 37 No Travel_Rarely
## 375 375 2728 2 20 No Travel_Rarely
## 376 376 14411 9 50 No Travel_Frequently
## 377 377 2743 14 36 Yes Travel_Rarely
## 378 378 5087 0 42 No Travel_Rarely
## 379 379 2168 3 29 No Travel_Rarely
## 380 380 2132 1 30 Yes Travel_Rarely
## 381 381 18300 1 47 No Travel_Rarely
## 382 382 2942 7 26 No Travel_Rarely
## 383 383 5486 2 48 No Travel_Rarely
## 384 384 2322 0 23 No Travel_Rarely
## 385 385 2461 7 51 Yes Travel_Rarely
## 386 386 13582 11 38 No Travel_Rarely
## 387 387 8789 8 35 No Travel_Frequently
## 388 388 4262 2 29 No Travel_Rarely
## 389 389 4502 7 36 No Travel_Rarely
## 390 390 2174 2 21 Yes Travel_Frequently
## 391 391 6500 2 34 No Travel_Rarely
## 392 392 4157 0 26 No Travel_Rarely
## 393 393 3065 3 31 No Non-Travel
## 394 394 10266 11 60 No Travel_Frequently
## 395 395 2515 2 42 No Travel_Frequently
## 396 396 2695 2 31 No Travel_Rarely
## 397 397 17861 1 46 No Travel_Rarely
## 398 398 2742 2 34 Yes Travel_Rarely
## 399 399 6306 9 56 No Non-Travel
## 400 400 10209 2 44 No Travel_Frequently
## 401 401 6091 2 30 No Travel_Rarely
## 402 402 5265 2 42 No Non-Travel
## 403 403 2105 0 47 No Travel_Rarely
## 404 404 8008 2 36 No Travel_Rarely
## 405 405 2559 1 35 No Travel_Rarely
## 406 406 16627 0 43 No Travel_Rarely
## 407 407 5468 7 31 No Travel_Rarely
## 408 408 2741 7 36 No Travel_Rarely
## 409 409 15427 7 53 No Travel_Rarely
## 410 410 17159 0 43 No Travel_Rarely
## 411 411 2342 3 36 No Travel_Rarely
## 412 412 9241 7 41 No Travel_Rarely
## 413 413 3022 0 37 No Travel_Rarely
## 414 414 4648 0 32 No Travel_Frequently
## 415 415 2351 0 34 Yes Travel_Frequently
## 416 416 5762 7 35 No Non-Travel
## 417 417 2564 7 30 No Non-Travel
## 418 418 3688 0 36 No Travel_Frequently
## 419 419 6474 11 37 No Travel_Rarely
## 420 420 11935 7 29 No Travel_Rarely
## 421 421 4325 3 34 No Travel_Rarely
## 422 422 4449 7 37 No Non-Travel
## 423 423 6172 7 31 Yes Travel_Rarely
## 424 424 1611 0 18 No Non-Travel
## 425 425 4724 4 28 No Travel_Rarely
## 426 426 10798 0 43 No Travel_Rarely
## 427 427 1274 0 30 No Non-Travel
## 428 428 3230 0 21 No Travel_Rarely
## 429 429 3730 2 32 Yes Travel_Rarely
## 430 430 5957 9 34 No Travel_Rarely
## 431 431 4478 4 27 No Travel_Rarely
## 432 432 3544 0 40 No Non-Travel
## 433 433 4284 3 49 Yes Travel_Frequently
## 434 434 2109 0 29 No Travel_Rarely
## 435 435 9705 0 40 No Travel_Rarely
## 436 436 6214 7 27 No Travel_Rarely
## 437 437 4382 1 28 Yes Travel_Rarely
## 438 438 2867 6 26 No Travel_Rarely
## 439 439 2683 2 50 Yes Travel_Rarely
## 440 440 7625 8 38 No Travel_Rarely
## 441 441 4998 7 32 No Travel_Frequently
## 442 442 2974 2 29 No Travel_Rarely
## 443 443 3485 0 28 Yes Travel_Rarely
## 444 444 3195 2 44 No Travel_Rarely
## 445 445 19328 2 46 No Travel_Rarely
## 446 446 3420 2 47 No Travel_Rarely
## 447 447 4735 9 38 No Travel_Frequently
## 448 448 5538 0 42 No Travel_Rarely
## 449 449 2406 9 38 No Travel_Frequently
## 450 450 4385 5 45 No Non-Travel
## 451 451 4878 1 33 No Travel_Rarely
## 452 452 3420 3 44 No Travel_Rarely
## 453 453 5813 7 35 Yes Travel_Rarely
## 454 454 5487 9 33 No Travel_Rarely
## 455 455 15402 2 48 No Travel_Rarely
## 456 456 19833 8 40 No Travel_Rarely
## 457 457 5476 2 31 No Travel_Rarely
## 458 458 5441 0 51 No Travel_Rarely
## 459 459 2066 0 56 No Travel_Rarely
## 460 460 5810 8 36 No Travel_Rarely
## 461 461 2093 0 42 No Travel_Frequently
## 462 462 2013 3 36 No Travel_Rarely
## 463 463 9208 1 50 No Travel_Frequently
## 464 464 5238 4 31 No Travel_Frequently
## 465 465 2437 0 43 Yes Travel_Frequently
## 466 466 3944 2 38 No Travel_Rarely
## 467 467 2644 2 36 No Travel_Rarely
## 468 468 3038 0 36 No Travel_Rarely
## 469 469 4969 2 26 Yes Non-Travel
## 470 470 4450 3 53 No Travel_Rarely
## 471 471 2226 2 27 No Travel_Rarely
## 472 472 2439 0 29 Yes Travel_Frequently
## 473 473 13245 0 45 No Travel_Rarely
## 474 474 3452 3 45 No Travel_Rarely
## 475 475 2207 2 28 No Travel_Rarely
## 476 476 5772 8 46 No Travel_Frequently
## 477 477 6334 0 37 No Travel_Rarely
## 478 478 4306 0 26 No Travel_Rarely
## 479 479 2950 4 52 No Travel_Rarely
## 480 480 13744 8 37 No Travel_Rarely
## 481 481 5373 2 29 No Travel_Rarely
## 482 482 2356 2 31 No Travel_Rarely
## 483 483 5747 11 34 No Travel_Frequently
## 484 484 4257 2 56 No Travel_Rarely
## 485 485 10312 6 58 Yes Travel_Rarely
## 486 486 5993 5 41 Yes Travel_Rarely
## 487 487 1081 0 30 Yes Travel_Rarely
## 488 488 2911 3 31 No Travel_Rarely
## 489 489 5381 0 48 Yes Travel_Rarely
## 490 490 6142 3 34 No Travel_Rarely
## 491 491 18665 2 49 No Travel_Frequently
## 492 492 16880 2 50 No Travel_Rarely
## 493 493 5869 4 29 No Travel_Rarely
## 494 494 8606 3 35 No Travel_Rarely
## 495 495 5673 7 36 No Travel_Rarely
## 496 496 16307 17 51 No Travel_Rarely
## 497 497 2654 2 45 No Travel_Rarely
## 498 498 2326 2 37 No Travel_Frequently
## 499 499 5237 7 36 No Travel_Rarely
## 500 500 5736 2 39 No Non-Travel
## 501 501 10008 9 58 Yes Travel_Rarely
## 502 502 2028 3 28 Yes Travel_Rarely
## 503 503 2655 7 48 Yes Travel_Frequently
## 504 504 9980 8 29 No Travel_Rarely
## 505 505 17169 6 47 No Travel_Rarely
## 506 506 5878 5 32 No Travel_Rarely
## 507 507 2851 0 33 Yes Travel_Rarely
## 508 508 10596 2 51 No Travel_Frequently
## 509 509 2793 8 37 No Travel_Frequently
## 510 510 19545 8 41 Yes Travel_Rarely
## 511 511 5343 9 38 No Travel_Rarely
## 512 512 10920 5 39 No Non-Travel
## 513 513 3433 3 32 No Travel_Frequently
## 514 514 13458 12 33 No Travel_Frequently
## 515 515 2610 2 21 No Non-Travel
## 516 516 5482 2 51 No Travel_Rarely
## 517 517 2413 0 25 Yes Travel_Rarely
## 518 518 2766 4 42 No Travel_Rarely
## 519 519 4627 7 30 No Travel_Rarely
## 520 520 2587 0 56 Yes Travel_Rarely
## 521 521 2553 3 34 No Travel_Frequently
## 522 522 2408 0 28 Yes Travel_Rarely
## 523 523 9724 0 45 No Travel_Rarely
## 524 524 19502 9 49 No Travel_Rarely
## 525 525 2177 0 59 No Travel_Rarely
## 526 526 7525 12 53 No Travel_Frequently
## 527 527 5006 3 45 No Travel_Rarely
## 528 528 6833 1 31 No Travel_Rarely
## 529 529 2859 4 35 No Travel_Rarely
## 530 530 4963 3 56 Yes Travel_Rarely
## 531 531 8823 9 38 No Travel_Rarely
## 532 532 6815 0 36 No Travel_Rarely
## 533 533 2700 7 29 No Travel_Rarely
## 534 534 6667 2 32 No Non-Travel
## 535 535 2119 7 29 Yes Travel_Rarely
## 536 536 2089 2 43 No Non-Travel
## 537 537 7351 0 38 No Travel_Rarely
## 538 538 2696 0 42 No Travel_Rarely
## 539 539 3202 4 24 Yes Travel_Rarely
## 540 540 5155 5 42 No Travel_Rarely
## 541 541 3491 9 30 No Travel_Rarely
## 542 542 3143 6 33 No Travel_Rarely
## 543 543 2566 1 27 No Non-Travel
## 544 544 6553 0 38 No Travel_Rarely
## 545 545 4381 3 34 No Travel_Rarely
## 546 546 2929 7 34 No Travel_Rarely
## 547 547 7403 7 49 No Travel_Rarely
## 548 548 5094 0 40 No Travel_Frequently
## 549 549 12061 1 38 No Travel_Rarely
## 550 550 2177 4 45 No Travel_Rarely
## 551 551 19189 10 41 No Travel_Rarely
## 552 552 4936 4 28 No Travel_Rarely
## 553 553 3886 8 36 No Travel_Frequently
## 554 554 2259 0 48 No Travel_Rarely
## 555 555 4876 2 40 No Non-Travel
## 556 556 9602 0 37 No Travel_Rarely
## 557 557 3780 0 54 No Travel_Rarely
## 558 558 3622 3 34 No Travel_Rarely
## 559 559 4434 8 42 No Travel_Rarely
## 560 560 5296 7 26 No Travel_Rarely
## 561 561 2088 2 36 No Travel_Frequently
## 562 562 15787 2 58 No Travel_Frequently
## 563 563 2811 2 27 No Travel_Rarely
## 564 564 11031 8 31 No Non-Travel
## 565 565 3833 2 30 No Travel_Rarely
## 566 566 2436 2 44 No Travel_Rarely
## 567 567 2176 4 32 No Travel_Rarely
## 568 568 9714 7 30 Yes Travel_Rarely
## 569 569 6244 3 42 No Travel_Rarely
## 570 570 13973 5 50 No Travel_Rarely
## 571 571 4393 4 41 No Travel_Rarely
## 572 572 2693 0 21 Yes Travel_Rarely
## 573 573 6834 7 28 No Travel_Frequently
## 574 574 6799 8 34 No Travel_Rarely
## 575 575 6272 4 26 No Travel_Rarely
## 576 576 5993 7 37 No Travel_Rarely
## 577 577 2858 0 38 No Travel_Rarely
## 578 578 3162 3 44 No Non-Travel
## 579 579 5042 8 39 No Travel_Frequently
## 580 580 6623 0 29 No Travel_Rarely
## 581 581 3669 2 25 No Travel_Rarely
## 582 582 15992 0 42 No Travel_Rarely
## 583 583 5811 0 38 No Travel_Rarely
## 584 584 4779 5 28 No Travel_Rarely
## 585 585 6465 3 44 No Travel_Rarely
## 586 586 2741 7 40 No Travel_Rarely
## 587 587 5329 9 38 No Non-Travel
## 588 588 3407 3 36 Yes Travel_Rarely
## 589 589 3629 2 37 No Travel_Rarely
## 590 590 4014 2 35 No Travel_Rarely
## 591 591 2814 3 22 No Non-Travel
## 592 592 4599 10 34 Yes Travel_Rarely
## 593 593 2909 2 28 Yes Travel_Frequently
## 594 594 3211 4 49 No Travel_Rarely
## 595 595 10435 12 40 No Travel_Rarely
## 596 596 4037 8 33 No Travel_Rarely
## 597 597 10903 8 35 No Travel_Rarely
## 598 598 3448 0 40 No Travel_Rarely
## 599 599 6142 3 27 No Travel_Rarely
## 600 600 2293 0 24 Yes Travel_Rarely
## 601 601 2033 0 24 No Non-Travel
## 602 602 4087 2 32 No Non-Travel
## 603 603 11416 7 30 No Travel_Rarely
## 604 604 3131 8 29 No Travel_Rarely
## 605 605 2760 2 29 Yes Travel_Rarely
## 606 606 14814 3 53 No Travel_Rarely
## 607 607 5473 3 59 No Travel_Frequently
## 608 608 5605 7 38 No Travel_Rarely
## 609 609 3578 7 26 No Travel_Rarely
## 610 610 2342 2 33 No Non-Travel
## 611 611 5363 0 35 No Travel_Rarely
## 612 612 6811 7 41 No Non-Travel
## 613 613 2707 7 33 Yes Travel_Rarely
## 614 614 2121 0 19 Yes Travel_Rarely
## 615 615 7264 7 30 No Travel_Rarely
## 616 616 3986 13 34 No Travel_Rarely
## 617 617 3838 2 33 No Travel_Rarely
## 618 618 5454 3 44 No Travel_Rarely
## 619 619 9991 7 39 No Travel_Rarely
## 620 620 1281 0 35 No Non-Travel
## 621 621 2926 0 20 Yes Travel_Frequently
## 622 622 5067 7 47 No Travel_Frequently
## 623 623 3280 3 34 No Travel_Rarely
## 624 624 8837 7 35 No Travel_Rarely
## 625 625 2561 0 28 Yes Travel_Frequently
## 626 626 2517 3 27 No Travel_Rarely
## 627 627 4162 3 24 No Travel_Rarely
## 628 628 11510 9 38 No Travel_Rarely
## 629 629 10976 2 55 No Travel_Frequently
## 630 630 8621 7 34 No Travel_Rarely
## 631 631 2662 4 55 No Travel_Rarely
## 632 632 9888 1 34 No Travel_Rarely
## 633 633 6861 0 38 No Travel_Rarely
## 634 634 2835 0 36 No Travel_Rarely
## 635 635 9985 0 43 No Travel_Rarely
## 636 636 2376 2 35 No Travel_Frequently
## 637 637 17665 7 42 No Travel_Rarely
## 638 638 8628 1 34 No Travel_Rarely
## 639 639 2725 4 24 No Travel_Rarely
## 640 640 3041 2 27 Yes Travel_Rarely
## 641 641 2693 0 30 No Travel_Rarely
## 642 642 4448 7 40 No Travel_Rarely
## 643 643 16756 2 55 No Non-Travel
## 644 644 2307 0 34 Yes Non-Travel
## 645 645 2107 0 41 Yes Non-Travel
## 646 646 10855 11 40 No Travel_Rarely
## 647 647 1904 0 18 Yes Non-Travel
## 648 648 2305 2 26 No Travel_Rarely
## 649 649 4312 8 35 No Travel_Rarely
## 650 650 2166 3 40 Yes Travel_Rarely
## 651 651 2450 2 35 No Travel_Rarely
## 652 652 5220 9 60 No Travel_Rarely
## 653 653 13499 13 40 No Travel_Frequently
## 654 654 12504 0 48 No Travel_Rarely
## 655 655 3894 2 22 Yes Travel_Frequently
## 656 656 4741 3 26 No Travel_Frequently
## 657 657 12490 7 51 No Travel_Rarely
## 658 658 16032 12 54 No Travel_Frequently
## 659 659 6032 2 41 No Travel_Rarely
## 660 660 6499 3 36 No Travel_Frequently
## 661 661 5309 7 32 No Travel_Frequently
## 662 662 2768 7 34 No Travel_Rarely
## 663 663 10368 3 46 No Travel_Rarely
## 664 664 3917 2 35 No Travel_Rarely
## 665 665 4568 7 34 No Non-Travel
## 666 666 6294 2 29 No Travel_Frequently
## 667 667 7918 1 29 No Travel_Frequently
## 668 668 3408 3 33 Yes Travel_Rarely
## 669 669 4883 1 32 Yes Travel_Rarely
## 670 670 17779 9 54 No Travel_Rarely
## 671 671 13664 2 37 No Travel_Rarely
## 672 672 5505 4 33 No Travel_Rarely
## 673 673 4898 3 28 No Travel_Frequently
## 674 674 2022 8 35 Yes Travel_Frequently
## 675 675 3517 2 27 No Travel_Rarely
## 676 676 18789 8 46 No Travel_Rarely
## 677 677 5228 5 36 No Travel_Rarely
## 678 678 6323 4 40 No Travel_Frequently
## 679 679 5131 2 36 No Travel_Frequently
## 680 680 2329 2 31 No Travel_Rarely
## 681 681 4256 3 25 No Travel_Rarely
## 682 682 2258 2 43 No Travel_Frequently
## 683 683 5347 2 36 No Travel_Rarely
## 684 684 9439 4 57 No Travel_Rarely
## 685 685 2713 2 28 No Travel_Rarely
## 686 686 10648 8 31 No Travel_Rarely
## 687 687 7553 7 29 Yes Travel_Frequently
## 688 688 2622 1 33 No Travel_Rarely
## 689 689 1102 0 19 Yes Travel_Rarely
## 690 690 2592 8 38 No Non-Travel
## 691 691 6077 2 38 No Travel_Frequently
## 692 692 11849 9 47 Yes Non-Travel
## 693 693 6781 0 42 No Travel_Rarely
## 694 694 2285 0 30 Yes Travel_Frequently
## 695 695 9525 3 37 No Travel_Frequently
## 696 696 3294 2 47 No Travel_Rarely
## 697 697 15202 2 48 No Travel_Frequently
## 698 698 5914 7 36 No Travel_Rarely
## 699 699 1569 0 18 Yes Travel_Frequently
## 700 700 19081 3 46 No Travel_Rarely
## 701 701 2804 0 29 No Travel_Rarely
## 702 702 5714 3 34 No Travel_Rarely
## 703 703 10377 12 35 No Non-Travel
## 704 704 2148 4 26 Yes Travel_Rarely
## 705 705 2267 2 59 No Travel_Rarely
## 706 706 6230 10 41 No Non-Travel
## 707 707 6854 7 54 No Travel_Rarely
## 708 708 2109 2 31 No Travel_Rarely
## 709 709 3702 4 38 No Travel_Rarely
## 710 710 17924 7 50 No Non-Travel
## 711 711 11916 8 30 No Travel_Rarely
## 712 712 14118 0 57 No Travel_Rarely
## 713 713 2559 0 48 No Travel_Rarely
## 714 714 9699 12 36 No Travel_Frequently
## 715 715 7587 9 36 No Non-Travel
## 716 716 1555 0 24 Yes Travel_Rarely
## 717 717 6578 4 30 No Travel_Rarely
## 718 718 3660 7 28 No Travel_Rarely
## 719 719 4581 7 35 Yes Travel_Frequently
## 720 720 7655 7 28 No Travel_Rarely
## 721 721 9434 8 37 No Travel_Rarely
## 722 722 5768 2 37 No Travel_Rarely
## 723 723 2996 3 34 No Travel_Frequently
## 724 724 8858 8 36 No Travel_Rarely
## 725 725 3968 0 42 No Travel_Rarely
## 726 726 4898 2 25 No Travel_Rarely
## 727 727 2973 0 37 No Travel_Frequently
## 728 728 3815 0 34 No Travel_Frequently
## 729 729 2340 0 26 Yes Travel_Rarely
## 730 730 2523 1 22 No Travel_Rarely
## 731 731 4765 0 43 No Travel_Rarely
## 732 732 5238 0 39 Yes Travel_Rarely
## 733 733 2863 0 27 Yes Travel_Frequently
## 734 734 4707 2 32 Yes Non-Travel
## 735 735 2972 0 34 No Travel_Rarely
## 736 736 6500 7 27 No Travel_Rarely
## 737 737 12031 6 39 No Travel_Rarely
## 738 738 5171 5 59 No Travel_Rarely
## 739 739 4601 0 35 No Travel_Rarely
## 740 740 3681 2 35 No Travel_Rarely
## 741 741 8639 2 25 No Travel_Rarely
## 742 742 11557 1 31 No Travel_Rarely
## 743 743 4285 7 37 No Travel_Rarely
## 744 744 3295 2 23 No Travel_Rarely
## 745 745 4907 4 25 No Travel_Rarely
## 746 746 2296 0 24 No Travel_Rarely
## 747 747 2335 0 29 Yes Travel_Rarely
## 748 748 5343 9 34 No Travel_Frequently
## 749 749 3907 2 24 No Travel_Rarely
## 750 750 2500 2 33 No Travel_Rarely
## 751 751 2323 2 20 Yes Travel_Frequently
## 752 752 2302 2 31 Yes Travel_Frequently
## 753 753 11245 13 50 No Travel_Frequently
## 754 754 7314 7 46 Yes Travel_Rarely
## 755 755 13549 3 54 No Travel_Rarely
## 756 756 3708 4 44 No Non-Travel
## 757 757 4014 7 35 No Travel_Rarely
## 758 758 6651 2 49 No Travel_Rarely
## 759 759 3306 0 38 No Travel_Rarely
## 760 760 18824 11 45 Yes Travel_Rarely
## 761 761 2404 0 29 Yes Travel_Rarely
## 762 762 16752 0 47 No Travel_Rarely
## 763 763 6151 9 41 No Non-Travel
## 764 764 6347 13 50 No Non-Travel
## 765 765 3737 2 34 No Travel_Rarely
## 766 766 5769 4 45 No Travel_Rarely
## 767 767 3376 8 41 No Travel_Rarely
## 768 768 10932 1 40 No Non-Travel
## 769 769 7379 4 46 No Travel_Rarely
## 770 770 5593 12 45 No Non-Travel
## 771 771 4682 1 33 No Travel_Frequently
## 772 772 10453 7 46 No Travel_Rarely
## 773 773 10938 8 39 No Travel_Frequently
## 774 774 3388 0 36 Yes Travel_Rarely
## 775 775 10124 9 42 No Travel_Frequently
## 776 776 3505 2 23 No Travel_Rarely
## 777 777 2064 3 30 No Travel_Rarely
## 778 778 2827 0 32 No Non-Travel
## 779 779 2570 7 26 No Non-Travel
## 780 780 4787 2 29 Yes Travel_Rarely
## 781 781 3140 2 41 Yes Travel_Rarely
## 782 782 4553 10 39 No Travel_Rarely
## 783 783 2277 3 33 No Travel_Rarely
## 784 784 4539 1 33 No Travel_Frequently
## 785 785 4978 0 47 No Non-Travel
## 786 786 16422 0 31 No Travel_Rarely
## 787 787 13116 2 51 No Travel_Rarely
## 788 788 4941 7 52 Yes Travel_Rarely
## 789 789 19038 0 55 No Travel_Rarely
## 790 790 2096 1 25 No Travel_Rarely
## 791 791 4789 2 49 No Travel_Rarely
## 792 792 2311 2 34 No Travel_Rarely
## 793 793 7756 2 38 No Travel_Rarely
## 794 794 10096 8 36 No Travel_Rarely
## 795 795 6804 7 49 No Non-Travel
## 796 796 3348 7 33 Yes Travel_Frequently
## 797 797 13496 10 45 No Travel_Rarely
## 798 798 2398 0 22 Yes Travel_Rarely
## 799 799 1859 0 19 Yes Non-Travel
## 800 800 6842 4 36 No Travel_Rarely
## 801 801 5376 3 33 No Travel_Frequently
## 802 802 6582 5 31 No Travel_Rarely
## 803 803 17068 10 39 No Travel_Rarely
## 804 804 9582 7 35 Yes Travel_Rarely
## 805 805 2042 2 44 No Non-Travel
## 806 806 8321 7 36 No Travel_Rarely
## 807 807 6232 2 25 No Travel_Rarely
## 808 808 2323 2 22 No Travel_Rarely
## 809 809 2862 8 30 No Travel_Rarely
## 810 810 3058 1 27 No Travel_Rarely
## 811 811 3072 10 30 No Non-Travel
## 812 812 3229 2 25 No Travel_Rarely
## 813 813 4260 3 24 No Travel_Rarely
## 814 814 19658 0 47 No Travel_Rarely
## 815 815 2899 2 38 No Travel_Rarely
## 816 816 2781 10 33 No Travel_Rarely
## 817 817 6877 0 30 No Travel_Rarely
## 818 818 11691 7 33 No Travel_Rarely
## 819 819 2720 2 30 No Travel_Rarely
## 820 820 9854 2 28 Yes Travel_Rarely
## 821 821 3312 2 32 No Travel_Rarely
## 822 822 6931 2 29 No Travel_Rarely
## 823 823 6712 7 34 No Travel_Rarely
## 824 824 2610 2 31 Yes Travel_Frequently
## 825 825 4663 1 36 No Travel_Rarely
## 826 826 19627 2 46 No Travel_Rarely
## 827 827 8161 0 31 Yes Travel_Rarely
## 828 828 4538 2 34 No Travel_Rarely
## 829 829 2468 5 38 No Travel_Frequently
## 830 830 18200 7 50 No Travel_Frequently
## 831 831 3633 8 45 No Non-Travel
## 832 832 1675 0 19 Yes Travel_Rarely
## 833 833 3196 3 28 No Travel_Rarely
## 834 834 2552 0 19 No Travel_Rarely
## 835 835 13577 0 55 No Non-Travel
## 836 836 8834 7 37 No Non-Travel
## 837 837 2996 3 37 No Travel_Rarely
## 838 838 5337 7 34 No Travel_Rarely
## 839 839 10333 10 47 No Travel_Rarely
## 840 840 19665 9 48 No Travel_Rarely
## 841 841 1420 0 18 Yes Travel_Rarely
## 842 842 7988 9 29 No Travel_Rarely
## 843 843 13826 0 52 No Travel_Frequently
## 844 844 8500 6 34 No Travel_Rarely
## 845 845 6029 2 34 No Travel_Rarely
## 846 846 4558 8 28 No Travel_Rarely
## 847 847 1483 0 19 No Travel_Rarely
## 848 848 9613 7 39 No Travel_Rarely
## 849 849 6380 0 40 Yes Travel_Rarely
## 850 850 2544 7 26 No Travel_Frequently
## 851 851 4559 2 31 Yes Travel_Rarely
## 852 852 2206 8 30 No Travel_Rarely
## 853 853 4193 8 29 No Travel_Rarely
## 854 854 5661 7 28 No Travel_Rarely
## 855 855 4788 2 35 No Travel_Rarely
## 856 856 2404 0 35 No Travel_Rarely
## 857 857 2657 4 30 Yes Travel_Rarely
## 858 858 8943 9 31 No Travel_Frequently
## 859 859 2238 4 41 No Travel_Rarely
## 860 860 7978 5 44 Yes Travel_Rarely
## 861 861 2838 7 51 No Travel_Frequently
## 862 862 10231 17 43 No Travel_Rarely
## 863 863 5304 4 34 Yes Non-Travel
## 864 864 13770 13 47 No Travel_Frequently
## 865 865 9380 2 45 No Travel_Rarely
## 866 866 7898 8 48 No Travel_Rarely
## 867 867 4465 2 32 No Non-Travel
## 868 868 4591 2 47 No Travel_Rarely
## 869 869 4477 2 45 No Travel_Rarely
## 870 870 4425 2 35 No Travel_Frequently
## 871 871 NA 7 43 No Travel_Frequently
## 872 872 NA 2 33 No Travel_Rarely
## 873 873 NA 8 55 Yes Travel_Rarely
## 874 874 NA 2 36 No Non-Travel
## 875 875 NA 7 27 No Travel_Rarely
## 876 876 NA 0 39 Yes Travel_Rarely
## 877 877 NA 7 33 No Non-Travel
## 878 878 NA 2 21 Yes Travel_Frequently
## 879 879 NA 9 30 No Travel_Frequently
## 880 880 NA 3 51 No Travel_Rarely
## 881 881 NA 3 46 Yes Travel_Rarely
## 882 882 NA 3 40 No Travel_Rarely
## 883 883 NA 2 29 No Travel_Rarely
## 884 884 NA 1 27 No Travel_Frequently
## 885 885 NA 0 29 No Travel_Rarely
## 886 886 NA 2 22 Yes Travel_Rarely
## 887 887 NA 6 29 No Travel_Rarely
## 888 888 NA 0 34 No Travel_Rarely
## 889 889 NA 7 31 No Travel_Rarely
## 890 890 NA 4 35 No Travel_Rarely
## 891 891 NA 8 40 No Travel_Rarely
## 892 892 NA 3 30 No Travel_Rarely
## 893 893 NA 7 46 Yes Travel_Rarely
## 894 894 NA 4 27 No Travel_Frequently
## 895 895 NA 7 49 No Travel_Rarely
## 896 896 NA 7 46 No Travel_Rarely
## 897 897 NA 0 33 Yes Travel_Rarely
## 898 898 NA 10 42 No Non-Travel
## 899 899 NA 6 34 No Travel_Rarely
## 900 900 NA 2 36 No Travel_Rarely
## 901 901 NA 2 27 No Travel_Rarely
## 902 902 NA 0 44 No Travel_Frequently
## 903 903 NA 7 48 No Travel_Rarely
## 904 904 NA 0 40 No Travel_Rarely
## 905 905 NA 1 45 No Travel_Rarely
## 906 906 NA 2 33 No Travel_Frequently
## 907 907 NA 5 46 No Travel_Frequently
## 908 908 NA 4 37 No Travel_Rarely
## 909 909 NA 2 28 Yes Travel_Rarely
## 910 910 NA 0 32 No Travel_Rarely
## 911 911 NA 7 43 No Travel_Rarely
## 912 912 NA 2 38 No Travel_Frequently
## 913 913 NA 2 40 No Travel_Rarely
## 914 914 NA 8 34 No Travel_Rarely
## 915 915 NA 1 41 No Travel_Rarely
## 916 916 NA 2 23 No Travel_Rarely
## 917 917 NA 2 28 No Travel_Rarely
## 918 918 NA 2 26 No Travel_Rarely
## 919 919 NA 0 28 No Travel_Rarely
## 920 920 NA 0 59 No Travel_Rarely
## 921 921 NA 2 30 No Travel_Rarely
## 922 922 NA 1 35 No Travel_Rarely
## 923 923 NA 0 36 Yes Travel_Rarely
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## 925 925 NA 7 54 No Travel_Rarely
## 926 926 NA 7 40 No Travel_Rarely
## 927 927 NA 8 32 No Travel_Rarely
## 928 928 NA 11 38 No Travel_Rarely
## 929 929 NA 0 22 No Non-Travel
## 930 930 NA 6 32 No Travel_Frequently
## 931 931 NA 7 34 No Non-Travel
## 932 932 NA 7 32 No Travel_Rarely
## 933 933 NA 7 41 No Travel_Rarely
## 934 934 NA 0 58 Yes Travel_Frequently
## 935 935 NA 0 20 Yes Travel_Rarely
## 936 936 NA 0 24 Yes Travel_Frequently
## 937 937 NA 3 46 No Travel_Rarely
## 938 938 NA 3 51 Yes Travel_Frequently
## 939 939 NA 7 39 No Travel_Rarely
## 940 940 NA 0 28 No Travel_Rarely
## 941 941 NA 0 40 Yes Travel_Rarely
## 942 942 NA 6 39 No Travel_Rarely
## 943 943 NA 9 59 No Travel_Rarely
## 944 944 NA 2 27 No Travel_Rarely
## 945 945 NA 0 18 No Travel_Rarely
## 946 946 NA 3 29 No Travel_Frequently
## 947 947 NA 0 21 Yes Travel_Rarely
## 948 948 NA 2 26 No Travel_Rarely
## 949 949 NA 0 26 Yes Travel_Frequently
## 950 950 NA 3 47 Yes Travel_Frequently
## 951 951 NA 3 42 No Non-Travel
## 952 952 NA 5 40 No Travel_Rarely
## 953 953 NA 1 37 No Travel_Rarely
## 954 954 NA 2 27 No Travel_Frequently
## 955 955 NA 3 39 No Non-Travel
## 956 956 NA 3 45 No Travel_Rarely
## 957 957 NA 2 56 No Travel_Rarely
## 958 958 NA 7 32 No Non-Travel
## 959 959 NA 2 41 No Travel_Rarely
## 960 960 NA 8 58 Yes Travel_Rarely
## 961 961 NA 5 29 No Travel_Rarely
## 962 962 NA 7 40 No Travel_Rarely
## 963 963 NA 2 38 No Travel_Frequently
## 964 964 NA 6 39 No Travel_Rarely
## 965 965 NA 1 25 No Travel_Rarely
## 966 966 NA 8 50 No Travel_Rarely
## 967 967 NA 4 29 No Travel_Rarely
## 968 968 NA 0 36 No Travel_Rarely
## 969 969 NA 2 50 No Travel_Frequently
## 970 970 NA 2 26 Yes Travel_Rarely
## 971 971 NA 7 27 No Travel_Rarely
## 972 972 NA 5 31 No Travel_Rarely
## 973 973 NA 2 28 No Travel_Frequently
## 974 974 NA 0 20 No Travel_Rarely
## 975 975 NA 2 24 No Travel_Rarely
## 976 976 NA 1 29 Yes Travel_Rarely
## 977 977 NA 2 48 No Travel_Rarely
## 978 978 NA 3 39 Yes Travel_Rarely
## 979 979 NA 15 35 No Travel_Rarely
## 980 980 NA 0 49 No Travel_Rarely
## 981 981 NA 2 35 No Travel_Rarely
## 982 982 NA 2 46 No Travel_Rarely
## 983 983 NA 2 52 No Travel_Rarely
## 984 984 NA 0 26 No Travel_Rarely
## 985 985 NA 0 36 No Travel_Rarely
## 986 986 NA 3 32 Yes Travel_Frequently
## 987 987 NA 0 22 Yes Travel_Frequently
## 988 988 NA 3 32 No Travel_Rarely
## 989 989 NA 8 39 No Travel_Frequently
## 990 990 NA 2 31 No Travel_Rarely
## 991 991 NA 4 39 No Travel_Rarely
## 992 992 NA 4 24 No Travel_Rarely
## 993 993 NA 7 30 No Travel_Rarely
## 994 994 NA 0 40 No Travel_Frequently
## 995 995 NA 3 38 No Non-Travel
## 996 996 NA 10 34 No Travel_Rarely
## 997 997 NA 2 38 No Travel_Frequently
## 998 998 NA 7 54 No Travel_Rarely
## 999 999 NA 8 35 No Travel_Rarely
## 1000 1000 NA 1 32 Yes Travel_Rarely
## 1001 1001 NA 2 46 No Travel_Rarely
## 1002 1002 NA 0 47 No Travel_Frequently
## 1003 1003 NA 6 32 No Travel_Rarely
## 1004 1004 NA 4 47 No Travel_Rarely
## 1005 1005 NA 6 48 No Travel_Rarely
## 1006 1006 NA 1 34 No Travel_Rarely
## 1007 1007 NA 2 20 No Travel_Rarely
## 1008 1008 NA 2 38 No Travel_Rarely
## 1009 1009 NA 7 53 No Travel_Rarely
## 1010 1010 NA 5 53 No Travel_Rarely
## 1011 1011 NA 0 37 Yes Travel_Frequently
## 1012 1012 NA 0 34 No Travel_Rarely
## 1013 1013 NA 9 32 No Travel_Rarely
## 1014 1014 NA 7 34 Yes Travel_Frequently
## 1015 1015 NA 1 30 Yes Travel_Frequently
## 1016 1016 NA 2 43 No Travel_Rarely
## 1017 1017 NA 8 42 No Travel_Rarely
## 1018 1018 NA 6 35 No Travel_Rarely
## 1019 1019 NA 4 30 No Travel_Rarely
## 1020 1020 NA 0 18 No Non-Travel
## 1021 1021 NA 7 45 No Travel_Rarely
## 1022 1022 NA 0 36 No Non-Travel
## 1023 1023 NA 2 39 No Travel_Rarely
## 1024 1024 NA 4 45 No Non-Travel
## 1025 1025 NA 7 41 No Travel_Frequently
## 1026 1026 NA 3 39 No Non-Travel
## 1027 1027 NA 0 31 No Travel_Rarely
## 1028 1028 NA 3 25 No Travel_Rarely
## 1029 1029 NA 0 24 Yes Travel_Rarely
## 1030 1030 NA 6 44 Yes Travel_Rarely
## 1031 1031 NA 2 32 No Travel_Rarely
## 1032 1032 NA 8 43 No Travel_Rarely
## 1033 1033 NA 8 27 No Travel_Rarely
## 1034 1034 NA 0 26 No Travel_Rarely
## 1035 1035 NA 7 40 No Non-Travel
## 1036 1036 NA 1 20 Yes Travel_Rarely
## 1037 1037 NA 4 25 No Travel_Rarely
## 1038 1038 NA 1 54 No Travel_Rarely
## 1039 1039 NA 2 39 No Travel_Rarely
## 1040 1040 NA 1 29 No Travel_Rarely
## 1041 1041 NA 4 31 Yes Travel_Frequently
## 1042 1042 NA 2 33 No Travel_Rarely
## 1043 1043 NA 4 36 No Travel_Rarely
## 1044 1044 NA 11 36 No Travel_Rarely
## 1045 1045 NA 4 28 No Non-Travel
## 1046 1046 NA 0 28 Yes Travel_Frequently
## 1047 1047 NA 4 38 Yes Travel_Rarely
## 1048 1048 NA 8 33 No Travel_Frequently
## 1049 1049 NA 7 27 Yes Travel_Rarely
## 1050 1050 NA 2 35 Yes Travel_Rarely
## 1051 1051 NA 9 53 Yes Travel_Rarely
## 1052 1052 NA 7 36 No Travel_Frequently
## 1053 1053 NA 2 43 No Travel_Rarely
## 1054 1054 NA 2 28 No Travel_Rarely
## 1055 1055 NA 2 27 No Travel_Frequently
## 1056 1056 NA 2 25 Yes Travel_Rarely
## 1057 1057 NA 0 27 No Travel_Frequently
## 1058 1058 NA 9 43 No Travel_Rarely
## 1059 1059 NA 7 37 No Travel_Rarely
## 1060 1060 NA 4 28 No Travel_Rarely
## 1061 1061 NA 8 57 No Travel_Rarely
## 1062 1062 NA 2 34 No Travel_Frequently
## 1063 1063 NA 7 33 No Travel_Frequently
## 1064 1064 NA 2 23 Yes Travel_Rarely
## 1065 1065 NA 2 58 No Non-Travel
## 1066 1066 NA 2 23 No Travel_Rarely
## 1067 1067 NA 2 40 No Travel_Rarely
## 1068 1068 NA 10 60 No Travel_Rarely
## 1069 1069 NA 3 33 No Travel_Frequently
## 1070 1070 NA 2 50 No Travel_Rarely
## 1071 1071 NA 0 27 No Travel_Rarely
## 1072 1072 NA 12 31 No Travel_Rarely
## 1073 1073 NA 2 20 No Travel_Rarely
## 1074 1074 NA 7 30 No Travel_Rarely
## 1075 1075 NA 0 56 No Travel_Rarely
## 1076 1076 NA 9 46 No Travel_Rarely
## 1077 1077 NA 8 53 No Travel_Rarely
## 1078 1078 NA 2 31 No Travel_Rarely
## 1079 1079 NA 7 36 No Travel_Rarely
## 1080 1080 NA 2 42 No Travel_Frequently
## 1081 1081 NA 2 40 No Travel_Rarely
## 1082 1082 NA 1 35 No Travel_Rarely
## 1083 1083 NA 0 23 Yes Travel_Frequently
## 1084 1084 NA 9 35 No Travel_Rarely
## 1085 1085 NA 8 38 No Travel_Frequently
## 1086 1086 NA 12 40 No Travel_Frequently
## 1087 1087 NA 2 31 No Travel_Rarely
## 1088 1088 NA 1 38 No Travel_Rarely
## 1089 1089 NA 3 31 No Travel_Rarely
## 1090 1090 NA 4 27 No Travel_Rarely
## 1091 1091 NA 7 29 No Travel_Rarely
## 1092 1092 NA 11 36 No Non-Travel
## 1093 1093 NA 7 37 No Travel_Frequently
## 1094 1094 NA 3 40 No Travel_Rarely
## 1095 1095 NA 5 25 No Non-Travel
## 1096 1096 NA 3 37 No Travel_Rarely
## 1097 1097 NA 2 37 No Travel_Rarely
## 1098 1098 NA 2 30 Yes Travel_Frequently
## 1099 1099 NA 7 32 No Travel_Rarely
## 1100 1100 NA 8 37 Yes Travel_Rarely
## 1101 1101 NA 9 40 No Travel_Rarely
## 1102 1102 NA 3 40 No Travel_Rarely
## 1103 1103 NA 5 38 No Non-Travel
## 1104 1104 NA 4 53 No Travel_Rarely
## 1105 1105 NA 1 36 No Travel_Rarely
## 1106 1106 NA 1 29 No Travel_Frequently
## 1107 1107 NA 8 27 No Travel_Rarely
## 1108 1108 NA 2 44 No Travel_Rarely
## 1109 1109 NA 7 27 No Travel_Frequently
## 1110 1110 NA 4 35 No Travel_Rarely
## 1111 1111 NA 9 35 No Non-Travel
## 1112 1112 NA 4 59 No Travel_Rarely
## 1113 1113 NA 7 33 Yes Travel_Rarely
## 1114 1114 NA 3 50 Yes Travel_Frequently
## 1115 1115 NA 11 47 No Travel_Rarely
## 1116 1116 NA 3 27 No Travel_Frequently
## 1117 1117 NA 1 37 No Travel_Rarely
## 1118 1118 NA 5 28 No Non-Travel
## 1119 1119 NA 4 58 No Travel_Rarely
## 1120 1120 NA 6 34 No Travel_Rarely
## 1121 1121 NA 0 50 Yes Travel_Rarely
## 1122 1122 NA 1 48 No Non-Travel
## 1123 1123 NA 7 31 No Travel_Frequently
## 1124 1124 NA 8 45 No Non-Travel
## 1125 1125 NA 0 34 No Travel_Rarely
## 1126 1126 NA 0 19 Yes Travel_Frequently
## 1127 1127 NA 2 24 Yes Travel_Frequently
## 1128 1128 NA 4 52 No Travel_Rarely
## 1129 1129 NA 4 41 No Travel_Rarely
## 1130 1130 NA 1 22 No Travel_Rarely
## 1131 1131 NA 2 31 No Travel_Frequently
## 1132 1132 NA 2 39 No Travel_Rarely
## 1133 1133 NA 2 42 No Travel_Rarely
## 1134 1134 NA 3 38 No Travel_Frequently
## 1135 1135 NA 4 32 Yes Travel_Rarely
## 1136 1136 NA 3 26 No Travel_Rarely
## 1137 1137 NA 3 37 No Travel_Rarely
## 1138 1138 NA 7 41 No Travel_Frequently
## 1139 1139 NA 13 38 No Travel_Rarely
## 1140 1140 NA 11 43 No Travel_Rarely
## 1141 1141 NA 8 31 No Travel_Rarely
## 1142 1142 NA 2 42 No Travel_Rarely
## 1143 1143 NA 8 48 No Travel_Rarely
## 1144 1144 NA 2 28 No Travel_Rarely
## 1145 1145 NA 2 44 No Travel_Frequently
## 1146 1146 NA 1 45 No Travel_Rarely
## 1147 1147 NA 2 34 No Travel_Rarely
## 1148 1148 NA 2 31 No Travel_Rarely
## 1149 1149 NA 2 29 No Travel_Rarely
## 1150 1150 NA 8 30 No Travel_Rarely
## 1151 1151 NA 3 38 No Travel_Frequently
## 1152 1152 NA 0 27 No Travel_Frequently
## 1153 1153 NA 3 54 No Travel_Frequently
## 1154 1154 NA 0 28 Yes Travel_Rarely
## 1155 1155 NA 11 49 No Travel_Rarely
## 1156 1156 NA 0 51 No Travel_Rarely
## 1157 1157 NA 2 29 Yes Travel_Rarely
## 1158 1158 NA 0 36 No Travel_Rarely
## 1159 1159 NA 2 27 No Travel_Rarely
## 1160 1160 NA 1 36 No Travel_Rarely
## 1161 1161 NA 2 44 Yes Travel_Rarely
## 1162 1162 NA 0 38 No Travel_Rarely
## 1163 1163 NA 10 29 No Travel_Frequently
## 1164 1164 NA 2 37 No Travel_Rarely
## 1165 1165 NA 7 26 Yes Travel_Frequently
## 1166 1166 NA 2 32 No Travel_Frequently
## 1167 1167 NA 1 40 No Travel_Rarely
## 1168 1168 NA 4 30 No Travel_Rarely
## 1169 1169 NA 3 27 No Travel_Rarely
## 1170 1170 NA 7 37 No Travel_Rarely
## DailyRate Department DistanceFromHome Education
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## JobLevel JobRole JobSatisfaction MaritalStatus
## 1 2 Sales Executive 4 Divorced
## 2 5 Research Director 3 Single
## 3 3 Manufacturing Director 4 Single
## 4 3 Sales Executive 4 Married
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## 6 3 Manufacturing Director 1 Divorced
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## 9 1 Sales Representative 3 Married
## 10 2 Healthcare Representative 3 Married
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## 14 1 Sales Representative 2 Married
## 15 1 Human Resources 1 Single
## 16 2 Sales Executive 3 Married
## 17 2 Manufacturing Director 1 Married
## 18 2 Manufacturing Director 3 Married
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## 20 2 Healthcare Representative 1 Married
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## 23 2 Laboratory Technician 3 Divorced
## 24 2 Sales Executive 1 Single
## 25 2 Healthcare Representative 4 Single
## 26 5 Manager 2 Married
## 27 2 Sales Executive 2 Married
## 28 2 Sales Executive 1 Single
## 29 3 Sales Executive 1 Single
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## 31 2 Sales Executive 4 Divorced
## 32 1 Laboratory Technician 2 Married
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## 307 1 Laboratory Technician 4 Married
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## 339 2 Sales Executive 3 Single
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## 428 1 Research Scientist 3 Single
## 429 1 Laboratory Technician 3 Single
## 430 2 Manufacturing Director 1 Married
## 431 2 Sales Executive 3 Single
## 432 1 Research Scientist 3 Divorced
## 433 2 Laboratory Technician 1 Single
## 434 1 Research Scientist 1 Divorced
## 435 3 Sales Executive 2 Divorced
## 436 2 Sales Executive 2 Married
## 437 1 Research Scientist 3 Single
## 438 1 Laboratory Technician 1 Single
## 439 1 Sales Representative 3 Married
## 440 2 Healthcare Representative 4 Single
## 441 2 Research Scientist 3 Single
## 442 1 Laboratory Technician 3 Married
## 443 1 Laboratory Technician 3 Single
## 444 1 Human Resources 4 Divorced
## 445 5 Research Director 4 Divorced
## 446 1 Research Scientist 4 Married
## 447 2 Research Scientist 4 Married
## 448 2 Healthcare Representative 1 Married
## 449 2 Laboratory Technician 4 Single
## 450 2 Sales Executive 1 Married
## 451 2 Healthcare Representative 4 Married
## 452 1 Research Scientist 2 Single
## 453 2 Sales Executive 4 Single
## 454 2 Sales Executive 3 Single
## 455 4 Manager 1 Married
## 456 5 Manager 2 Single
## 457 2 Sales Executive 4 Married
## 458 2 Sales Executive 4 Single
## 459 1 Research Scientist 1 Married
## 460 2 Laboratory Technician 4 Single
## 461 1 Laboratory Technician 3 Married
## 462 1 Laboratory Technician 2 Single
## 463 3 Sales Executive 4 Single
## 464 2 Manufacturing Director 4 Single
## 465 1 Research Scientist 3 Married
## 466 1 Research Scientist 4 Single
## 467 1 Sales Representative 4 Single
## 468 1 Laboratory Technician 4 Married
## 469 2 Sales Executive 1 Single
## 470 2 Manufacturing Director 1 Divorced
## 471 1 Research Scientist 2 Married
## 472 1 Research Scientist 4 Single
## 473 3 Research Director 1 Married
## 474 1 Research Scientist 4 Single
## 475 1 Laboratory Technician 3 Divorced
## 476 2 Sales Executive 4 Single
## 477 2 Sales Executive 3 Divorced
## 478 2 Sales Executive 3 Divorced
## 479 1 Laboratory Technician 1 Married
## 480 3 Research Director 4 Married
## 481 2 Healthcare Representative 1 Married
## 482 1 Research Scientist 4 Married
## 483 2 Research Scientist 4 Married
## 484 1 Research Scientist 1 Divorced
## 485 3 Healthcare Representative 4 Married
## 486 2 Sales Executive 4 Single
## 487 1 Sales Representative 4 Single
## 488 1 Research Scientist 3 Divorced
## 489 3 Laboratory Technician 3 Single
## 490 2 Healthcare Representative 3 Single
## 491 5 Research Director 1 Single
## 492 4 Research Director 1 Married
## 493 2 Sales Executive 3 Single
## 494 3 Healthcare Representative 2 Single
## 495 2 Sales Executive 3 Married
## 496 4 Manager 3 Married
## 497 1 Research Scientist 4 Married
## 498 1 Research Scientist 4 Married
## 499 2 Healthcare Representative 3 Married
## 500 2 Sales Executive 3 Married
## 501 3 Manufacturing Director 1 Married
## 502 1 Laboratory Technician 3 Single
## 503 1 Sales Representative 3 Married
## 504 3 Manufacturing Director 1 Divorced
## 505 4 Research Director 3 Married
## 506 2 Research Scientist 2 Married
## 507 1 Sales Representative 3 Single
## 508 3 Sales Executive 2 Married
## 509 1 Sales Representative 4 Divorced
## 510 5 Research Director 3 Married
## 511 2 Sales Executive 4 Married
## 512 3 Healthcare Representative 3 Married
## 513 1 Research Scientist 3 Married
## 514 3 Research Director 4 Single
## 515 1 Sales Representative 4 Single
## 516 2 Manufacturing Director 2 Divorced
## 517 1 Sales Representative 2 Married
## 518 1 Laboratory Technician 2 Divorced
## 519 2 Laboratory Technician 4 Married
## 520 1 Laboratory Technician 4 Single
## 521 1 Research Scientist 4 Single
## 522 1 Laboratory Technician 2 Married
## 523 3 Research Scientist 1 Divorced
## 524 5 Research Director 3 Divorced
## 525 1 Research Scientist 4 Married
## 526 3 Sales Executive 2 Married
## 527 2 Sales Executive 1 Divorced
## 528 2 Healthcare Representative 1 Married
## 529 1 Research Scientist 3 Single
## 530 1 Research Scientist 2 Married
## 531 3 Healthcare Representative 3 Married
## 532 2 Sales Executive 3 Single
## 533 1 Research Scientist 3 Married
## 534 2 Healthcare Representative 4 Divorced
## 535 1 Laboratory Technician 1 Married
## 536 1 Research Scientist 4 Divorced
## 537 3 Sales Executive 2 Single
## 538 1 Human Resources 3 Divorced
## 539 1 Sales Representative 2 Single
## 540 2 Sales Executive 1 Single
## 541 2 Laboratory Technician 3 Divorced
## 542 1 Research Scientist 1 Married
## 543 1 Research Scientist 3 Divorced
## 544 2 Manufacturing Director 3 Married
## 545 1 Research Scientist 1 Single
## 546 1 Research Scientist 4 Married
## 547 3 Laboratory Technician 2 Married
## 548 2 Laboratory Technician 3 Single
## 549 3 Research Director 2 Married
## 550 1 Human Resources 2 Single
## 551 5 Manager 3 Married
## 552 1 Human Resources 4 Divorced
## 553 2 Human Resources 4 Single
## 554 1 Research Scientist 3 Married
## 555 2 Healthcare Representative 4 Married
## 556 2 Sales Executive 3 Married
## 557 2 Laboratory Technician 3 Single
## 558 1 Research Scientist 4 Married
## 559 2 Manufacturing Director 2 Married
## 560 2 Sales Executive 3 Married
## 561 1 Laboratory Technician 2 Single
## 562 4 Research Director 3 Married
## 563 1 Laboratory Technician 2 Married
## 564 3 Research Director 3 Married
## 565 1 Laboratory Technician 3 Married
## 566 1 Research Scientist 4 Single
## 567 2 Laboratory Technician 1 Single
## 568 2 Sales Executive 1 Married
## 569 2 Sales Executive 3 Single
## 570 4 Manufacturing Director 3 Married
## 571 2 Sales Executive 2 Married
## 572 1 Research Scientist 4 Single
## 573 2 Sales Executive 4 Married
## 574 2 Sales Executive 3 Married
## 575 2 Sales Executive 2 Married
## 576 2 Manufacturing Director 3 Divorced
## 577 1 Sales Representative 1 Single
## 578 1 Laboratory Technician 3 Single
## 579 2 Manufacturing Director 3 Single
## 580 2 Healthcare Representative 4 Divorced
## 581 1 Laboratory Technician 4 Married
## 582 4 Research Director 4 Single
## 583 2 Healthcare Representative 4 Married
## 584 2 Sales Executive 2 Married
## 585 2 Healthcare Representative 4 Married
## 586 2 Laboratory Technician 4 Married
## 587 2 Research Scientist 4 Divorced
## 588 1 Sales Representative 1 Single
## 589 1 Laboratory Technician 3 Single
## 590 1 Laboratory Technician 1 Married
## 591 1 Research Scientist 3 Married
## 592 2 Sales Executive 2 Single
## 593 1 Sales Representative 3 Married
## 594 1 Laboratory Technician 1 Married
## 595 3 Manufacturing Director 3 Married
## 596 2 Sales Executive 1 Divorced
## 597 3 Manufacturing Director 2 Married
## 598 2 Laboratory Technician 3 Married
## 599 2 Manufacturing Director 2 Married
## 600 1 Research Scientist 4 Married
## 601 1 Sales Representative 2 Married
## 602 2 Research Scientist 1 Married
## 603 3 Research Director 1 Married
## 604 1 Laboratory Technician 4 Married
## 605 1 Sales Representative 2 Single
## 606 4 Research Director 3 Married
## 607 2 Sales Executive 3 Single
## 608 2 Sales Executive 1 Divorced
## 609 1 Laboratory Technician 1 Single
## 610 1 Sales Representative 4 Single
## 611 2 Laboratory Technician 4 Married
## 612 2 Healthcare Representative 3 Single
## 613 1 Laboratory Technician 1 Married
## 614 1 Sales Representative 2 Single
## 615 3 Sales Executive 3 Divorced
## 616 2 Laboratory Technician 4 Married
## 617 1 Laboratory Technician 2 Married
## 618 2 Sales Executive 1 Divorced
## 619 3 Healthcare Representative 1 Married
## 620 1 Laboratory Technician 3 Married
## 621 1 Laboratory Technician 4 Single
## 622 2 Manufacturing Director 3 Divorced
## 623 1 Research Scientist 4 Single
## 624 3 Human Resources 4 Single
## 625 1 Laboratory Technician 1 Single
## 626 1 Research Scientist 3 Divorced
## 627 2 Sales Executive 3 Married
## 628 3 Research Director 4 Divorced
## 629 3 Manufacturing Director 2 Married
## 630 3 Healthcare Representative 2 Single
## 631 1 Research Scientist 4 Married
## 632 3 Sales Executive 4 Single
## 633 2 Sales Executive 4 Single
## 634 1 Laboratory Technician 4 Divorced
## 635 3 Healthcare Representative 1 Married
## 636 1 Laboratory Technician 4 Married
## 637 4 Manager 1 Married
## 638 3 Sales Executive 3 Divorced
## 639 1 Research Scientist 4 Married
## 640 1 Sales Representative 1 Divorced
## 641 1 Laboratory Technician 3 Divorced
## 642 2 Healthcare Representative 1 Divorced
## 643 4 Manager 1 Single
## 644 1 Research Scientist 1 Married
## 645 1 Research Scientist 1 Divorced
## 646 3 Sales Executive 4 Married
## 647 1 Laboratory Technician 3 Single
## 648 1 Laboratory Technician 3 Married
## 649 2 Sales Executive 1 Single
## 650 1 Laboratory Technician 1 Single
## 651 1 Laboratory Technician 1 Single
## 652 2 Sales Executive 4 Divorced
## 653 3 Research Director 3 Single
## 654 3 Manager 3 Married
## 655 1 Laboratory Technician 3 Single
## 656 2 Healthcare Representative 1 Married
## 657 3 Research Director 2 Married
## 658 4 Manager 4 Divorced
## 659 2 Manufacturing Director 2 Single
## 660 2 Manufacturing Director 2 Single
## 661 2 Laboratory Technician 4 Married
## 662 1 Research Scientist 3 Divorced
## 663 3 Sales Executive 4 Divorced
## 664 1 Laboratory Technician 4 Divorced
## 665 2 Sales Executive 3 Single
## 666 2 Healthcare Representative 3 Single
## 667 3 Sales Executive 4 Married
## 668 1 Laboratory Technician 4 Divorced
## 669 2 Laboratory Technician 3 Married
## 670 4 Research Director 4 Married
## 671 3 Research Director 3 Single
## 672 2 Sales Executive 4 Divorced
## 673 2 Sales Executive 1 Single
## 674 1 Research Scientist 2 Divorced
## 675 1 Research Scientist 3 Married
## 676 5 Manager 2 Married
## 677 2 Manufacturing Director 2 Married
## 678 2 Laboratory Technician 3 Married
## 679 2 Manufacturing Director 2 Divorced
## 680 1 Sales Representative 3 Married
## 681 2 Sales Executive 1 Married
## 682 1 Laboratory Technician 4 Married
## 683 2 Healthcare Representative 3 Married
## 684 3 Healthcare Representative 4 Divorced
## 685 1 Research Scientist 4 Married
## 686 3 Manufacturing Director 2 Divorced
## 687 3 Healthcare Representative 4 Single
## 688 1 Research Scientist 2 Married
## 689 1 Laboratory Technician 4 Single
## 690 1 Human Resources 2 Divorced
## 691 2 Human Resources 3 Married
## 692 3 Manager 2 Married
## 693 2 Healthcare Representative 4 Single
## 694 1 Research Scientist 4 Single
## 695 2 Sales Executive 4 Divorced
## 696 1 Sales Representative 4 Single
## 697 4 Manager 4 Married
## 698 2 Laboratory Technician 2 Single
## 699 1 Sales Representative 4 Single
## 700 5 Research Director 2 Married
## 701 1 Human Resources 2 Married
## 702 2 Sales Executive 3 Married
## 703 3 Sales Executive 4 Married
## 704 1 Human Resources 2 Married
## 705 1 Human Resources 3 Married
## 706 2 Sales Executive 4 Single
## 707 2 Research Scientist 4 Married
## 708 1 Human Resources 2 Single
## 709 1 Laboratory Technician 3 Married
## 710 4 Manager 1 Divorced
## 711 3 Manager 1 Married
## 712 4 Manager 4 Divorced
## 713 1 Laboratory Technician 2 Single
## 714 3 Sales Executive 4 Married
## 715 3 Sales Executive 1 Single
## 716 1 Human Resources 3 Married
## 717 2 Sales Executive 3 Married
## 718 2 Research Scientist 3 Single
## 719 2 Sales Executive 4 Single
## 720 3 Manufacturing Director 2 Divorced
## 721 3 Manufacturing Director 3 Married
## 722 2 Manufacturing Director 3 Married
## 723 1 Research Scientist 1 Divorced
## 724 3 Manufacturing Director 4 Single
## 725 1 Laboratory Technician 3 Single
## 726 2 Manufacturing Director 3 Married
## 727 1 Sales Representative 4 Married
## 728 1 Research Scientist 3 Divorced
## 729 1 Laboratory Technician 4 Single
## 730 1 Laboratory Technician 4 Married
## 731 2 Manufacturing Director 2 Divorced
## 732 2 Sales Executive 3 Married
## 733 1 Human Resources 2 Married
## 734 2 Sales Executive 3 Married
## 735 1 Research Scientist 4 Single
## 736 2 Sales Executive 3 Single
## 737 4 Sales Executive 4 Married
## 738 2 Sales Executive 4 Single
## 739 2 Sales Executive 3 Married
## 740 2 Laboratory Technician 4 Single
## 741 2 Sales Executive 3 Married
## 742 3 Manager 4 Divorced
## 743 2 Research Scientist 4 Married
## 744 1 Laboratory Technician 2 Single
## 745 2 Sales Executive 3 Divorced
## 746 1 Laboratory Technician 1 Divorced
## 747 1 Human Resources 1 Divorced
## 748 2 Healthcare Representative 1 Single
## 749 1 Laboratory Technician 1 Divorced
## 750 1 Research Scientist 4 Single
## 751 1 Sales Representative 4 Single
## 752 1 Sales Representative 2 Single
## 753 4 Healthcare Representative 3 Married
## 754 3 Sales Executive 2 Married
## 755 3 Research Director 3 Married
## 756 1 Laboratory Technician 3 Single
## 757 2 Healthcare Representative 4 Married
## 758 2 Healthcare Representative 3 Married
## 759 1 Laboratory Technician 3 Married
## 760 5 Manager 2 Single
## 761 1 Research Scientist 1 Single
## 762 4 Manager 4 Married
## 763 2 Sales Executive 2 Single
## 764 2 Sales Executive 3 Married
## 765 1 Human Resources 4 Married
## 766 2 Laboratory Technician 1 Single
## 767 1 Research Scientist 3 Married
## 768 3 Sales Executive 1 Divorced
## 769 2 Manufacturing Director 4 Divorced
## 770 2 Sales Executive 3 Married
## 771 2 Sales Executive 4 Single
## 772 3 Sales Executive 1 Divorced
## 773 3 Healthcare Representative 3 Single
## 774 1 Research Scientist 3 Married
## 775 3 Healthcare Representative 4 Married
## 776 1 Research Scientist 3 Single
## 777 1 Human Resources 3 Divorced
## 778 1 Sales Representative 1 Divorced
## 779 1 Laboratory Technician 4 Single
## 780 1 Research Scientist 4 Married
## 781 1 Sales Representative 2 Single
## 782 2 Healthcare Representative 3 Single
## 783 1 Human Resources 2 Divorced
## 784 2 Sales Executive 3 Married
## 785 2 Sales Executive 2 Married
## 786 4 Research Director 2 Single
## 787 3 Manager 3 Married
## 788 2 Research Scientist 2 Married
## 789 5 Research Director 1 Married
## 790 1 Research Scientist 2 Single
## 791 2 Laboratory Technician 1 Married
## 792 1 Research Scientist 2 Single
## 793 3 Manufacturing Director 3 Married
## 794 3 Healthcare Representative 3 Divorced
## 795 2 Manufacturing Director 4 Divorced
## 796 1 Research Scientist 1 Single
## 797 4 Healthcare Representative 4 Married
## 798 1 Laboratory Technician 1 Married
## 799 1 Research Scientist 2 Single
## 800 2 Healthcare Representative 1 Divorced
## 801 2 Sales Executive 1 Married
## 802 2 Sales Executive 4 Single
## 803 4 Manager 1 Married
## 804 3 Sales Executive 1 Single
## 805 2 Laboratory Technician 2 Married
## 806 3 Healthcare Representative 1 Married
## 807 2 Sales Executive 3 Married
## 808 1 Research Scientist 4 Married
## 809 1 Research Scientist 4 Married
## 810 1 Research Scientist 2 Married
## 811 2 Laboratory Technician 1 Divorced
## 812 1 Laboratory Technician 4 Married
## 813 2 Sales Executive 3 Divorced
## 814 5 Manager 3 Married
## 815 1 Sales Representative 2 Married
## 816 1 Research Scientist 4 Married
## 817 2 Manufacturing Director 4 Single
## 818 3 Research Director 3 Married
## 819 1 Laboratory Technician 4 Single
## 820 2 Sales Executive 3 Single
## 821 1 Research Scientist 4 Married
## 822 2 Sales Executive 4 Divorced
## 823 2 Sales Executive 3 Married
## 824 1 Laboratory Technician 3 Married
## 825 2 Manufacturing Director 3 Married
## 826 5 Research Director 4 Divorced
## 827 3 Sales Executive 3 Married
## 828 2 Sales Executive 1 Single
## 829 1 Laboratory Technician 2 Married
## 830 5 Manager 2 Married
## 831 2 Laboratory Technician 1 Married
## 832 1 Sales Representative 3 Single
## 833 1 Laboratory Technician 1 Married
## 834 1 Research Scientist 1 Single
## 835 4 Healthcare Representative 2 Divorced
## 836 3 Sales Executive 2 Divorced
## 837 1 Research Scientist 3 Married
## 838 2 Sales Executive 4 Single
## 839 3 Manufacturing Director 2 Divorced
## 840 5 Research Director 2 Married
## 841 1 Laboratory Technician 3 Single
## 842 3 Human Resources 1 Single
## 843 4 Manufacturing Director 4 Married
## 844 3 Healthcare Representative 4 Divorced
## 845 2 Sales Executive 4 Single
## 846 2 Laboratory Technician 1 Divorced
## 847 1 Laboratory Technician 2 Single
## 848 3 Healthcare Representative 4 Divorced
## 849 2 Sales Executive 3 Married
## 850 1 Laboratory Technician 4 Married
## 851 2 Sales Executive 3 Married
## 852 1 Laboratory Technician 3 Single
## 853 2 Laboratory Technician 3 Single
## 854 2 Healthcare Representative 1 Single
## 855 2 Manufacturing Director 2 Married
## 856 1 Sales Representative 3 Married
## 857 1 Research Scientist 1 Single
## 858 3 Manufacturing Director 3 Married
## 859 1 Laboratory Technician 1 Married
## 860 3 Healthcare Representative 4 Married
## 861 1 Laboratory Technician 3 Single
## 862 3 Sales Executive 4 Single
## 863 2 Sales Executive 4 Single
## 864 4 Sales Executive 3 Divorced
## 865 3 Manufacturing Director 4 Married
## 866 3 Manufacturing Director 4 Single
## 867 2 Sales Executive 4 Married
## 868 2 Sales Executive 3 Married
## 869 1 Research Scientist 3 Married
## 870 2 Laboratory Technician 2 Single
## 871 2 Sales Executive 4 Married
## 872 1 Research Scientist 4 Single
## 873 4 Sales Executive 3 Single
## 874 1 Laboratory Technician 2 Married
## 875 1 Laboratory Technician 1 Divorced
## 876 2 Sales Representative 4 Married
## 877 2 Sales Executive 2 Married
## 878 1 Laboratory Technician 3 Single
## 879 1 Research Scientist 3 Divorced
## 880 4 Manufacturing Director 2 Single
## 881 3 Sales Executive 4 Divorced
## 882 1 Laboratory Technician 2 Married
## 883 2 Sales Executive 3 Married
## 884 2 Sales Executive 4 Married
## 885 2 Sales Executive 2 Married
## 886 2 Manufacturing Director 3 Married
## 887 2 Healthcare Representative 3 Divorced
## 888 2 Manufacturing Director 1 Divorced
## 889 2 Laboratory Technician 4 Divorced
## 890 1 Human Resources 3 Single
## 891 2 Research Scientist 4 Single
## 892 3 Sales Executive 2 Married
## 893 3 Sales Executive 4 Single
## 894 2 Sales Executive 4 Divorced
## 895 3 Healthcare Representative 2 Divorced
## 896 3 Manufacturing Director 4 Divorced
## 897 3 Sales Executive 1 Single
## 898 4 Manager 3 Married
## 899 2 Sales Executive 1 Single
## 900 1 Research Scientist 3 Married
## 901 1 Laboratory Technician 2 Married
## 902 2 Sales Executive 3 Married
## 903 2 Sales Executive 3 Divorced
## 904 1 Laboratory Technician 4 Married
## 905 4 Manager 4 Married
## 906 2 Sales Executive 2 Married
## 907 3 Healthcare Representative 1 Married
## 908 2 Manufacturing Director 4 Divorced
## 909 1 Laboratory Technician 3 Single
## 910 1 Research Scientist 1 Single
## 911 5 Research Director 4 Married
## 912 1 Human Resources 2 Married
## 913 1 Laboratory Technician 1 Married
## 914 3 Manager 1 Single
## 915 2 Manufacturing Director 3 Single
## 916 2 Laboratory Technician 3 Single
## 917 1 Research Scientist 1 Married
## 918 2 Sales Executive 4 Single
## 919 1 Sales Representative 2 Married
## 920 1 Laboratory Technician 1 Married
## 921 1 Sales Representative 2 Single
## 922 1 Laboratory Technician 4 Married
## 923 2 Laboratory Technician 3 Divorced
## 924 2 Human Resources 1 Married
## 925 4 Manager 3 Married
## 926 1 Laboratory Technician 3 Married
## 927 2 Sales Executive 4 Married
## 928 3 Research Director 3 Married
## 929 1 Laboratory Technician 4 Divorced
## 930 1 Laboratory Technician 4 Single
## 931 2 Sales Executive 3 Divorced
## 932 3 Research Director 4 Single
## 933 3 Sales Executive 1 Married
## 934 1 Laboratory Technician 4 Divorced
## 935 1 Laboratory Technician 1 Single
## 936 1 Laboratory Technician 1 Single
## 937 3 Healthcare Representative 1 Divorced
## 938 3 Manufacturing Director 4 Single
## 939 2 Research Scientist 4 Single
## 940 1 Sales Representative 2 Married
## 941 1 Laboratory Technician 1 Single
## 942 3 Sales Executive 3 Married
## 943 3 Sales Executive 1 Single
## 944 2 Manufacturing Director 4 Married
## 945 1 Sales Representative 3 Single
## 946 2 Healthcare Representative 4 Divorced
## 947 1 Sales Representative 2 Single
## 948 1 Research Scientist 4 Divorced
## 949 1 Human Resources 3 Divorced
## 950 2 Sales Executive 3 Single
## 951 1 Research Scientist 3 Married
## 952 2 Sales Executive 1 Married
## 953 2 Healthcare Representative 2 Single
## 954 1 Laboratory Technician 4 Single
## 955 2 Laboratory Technician 2 Single
## 956 3 Human Resources 3 Married
## 957 3 Manufacturing Director 4 Single
## 958 1 Laboratory Technician 3 Single
## 959 3 Sales Executive 3 Single
## 960 5 Research Director 2 Single
## 961 1 Research Scientist 4 Single
## 962 2 Research Scientist 4 Divorced
## 963 2 Healthcare Representative 1 Divorced
## 964 2 Human Resources 2 Married
## 965 1 Research Scientist 4 Married
## 966 5 Research Director 3 Divorced
## 967 1 Research Scientist 1 Single
## 968 3 Sales Executive 3 Married
## 969 4 Manager 1 Married
## 970 1 Laboratory Technician 2 Divorced
## 971 2 Sales Executive 4 Single
## 972 2 Healthcare Representative 4 Married
## 973 1 Laboratory Technician 3 Single
## 974 1 Research Scientist 2 Single
## 975 2 Manufacturing Director 3 Divorced
## 976 1 Research Scientist 4 Single
## 977 2 Healthcare Representative 3 Single
## 978 1 Research Scientist 1 Single
## 979 3 Manufacturing Director 3 Married
## 980 5 Manager 3 Married
## 981 1 Sales Representative 3 Married
## 982 3 Sales Executive 4 Married
## 983 1 Laboratory Technician 4 Single
## 984 1 Sales Representative 3 Single
## 985 2 Sales Executive 4 Married
## 986 1 Research Scientist 3 Single
## 987 1 Research Scientist 4 Married
## 988 2 Sales Executive 4 Married
## 989 3 Manufacturing Director 1 Single
## 990 1 Research Scientist 2 Single
## 991 2 Human Resources 4 Married
## 992 1 Research Scientist 3 Married
## 993 2 Human Resources 4 Married
## 994 2 Sales Executive 2 Married
## 995 2 Sales Executive 4 Single
## 996 2 Research Scientist 3 Single
## 997 1 Research Scientist 3 Married
## 998 4 Research Director 4 Single
## 999 3 Sales Executive 4 Divorced
## 1000 1 Laboratory Technician 4 Single
## 1001 2 Human Resources 2 Divorced
## 1002 2 Sales Representative 3 Single
## 1003 2 Research Scientist 2 Divorced
## 1004 2 Manufacturing Director 4 Divorced
## 1005 1 Research Scientist 1 Married
## 1006 2 Sales Executive 4 Married
## 1007 1 Sales Representative 3 Single
## 1008 2 Healthcare Representative 4 Divorced
## 1009 5 Manager 3 Divorced
## 1010 2 Sales Representative 3 Married
## 1011 3 Manufacturing Director 3 Divorced
## 1012 2 Research Scientist 2 Divorced
## 1013 2 Sales Executive 2 Married
## 1014 2 Laboratory Technician 1 Married
## 1015 2 Sales Executive 1 Single
## 1016 1 Laboratory Technician 2 Divorced
## 1017 1 Laboratory Technician 1 Divorced
## 1018 3 Sales Executive 2 Married
## 1019 3 Sales Executive 4 Married
## 1020 1 Research Scientist 4 Single
## 1021 2 Sales Executive 2 Married
## 1022 2 Sales Executive 4 Single
## 1023 2 Research Scientist 4 Divorced
## 1024 3 Healthcare Representative 3 Married
## 1025 4 Manager 1 Divorced
## 1026 5 Manager 4 Single
## 1027 2 Human Resources 1 Married
## 1028 2 Sales Executive 4 Single
## 1029 2 Sales Executive 3 Single
## 1030 3 Human Resources 1 Married
## 1031 2 Sales Executive 2 Married
## 1032 1 Human Resources 4 Single
## 1033 3 Research Director 4 Divorced
## 1034 1 Research Scientist 3 Married
## 1035 2 Laboratory Technician 3 Divorced
## 1036 1 Research Scientist 3 Single
## 1037 2 Sales Executive 4 Single
## 1038 3 Human Resources 2 Married
## 1039 3 Research Director 3 Single
## 1040 2 Healthcare Representative 3 Married
## 1041 1 Laboratory Technician 2 Single
## 1042 1 Research Scientist 1 Single
## 1043 3 Sales Executive 4 Married
## 1044 2 Sales Executive 4 Married
## 1045 1 Research Scientist 3 Single
## 1046 1 Laboratory Technician 2 Divorced
## 1047 2 Manufacturing Director 2 Married
## 1048 3 Manager 2 Married
## 1049 1 Research Scientist 3 Single
## 1050 2 Sales Executive 4 Divorced
## 1051 3 Manufacturing Director 4 Married
## 1052 1 Laboratory Technician 4 Single
## 1053 2 Healthcare Representative 3 Divorced
## 1054 1 Research Scientist 3 Divorced
## 1055 1 Research Scientist 4 Single
## 1056 1 Laboratory Technician 1 Married
## 1057 2 Manufacturing Director 1 Married
## 1058 4 Manager 4 Married
## 1059 2 Human Resources 2 Divorced
## 1060 1 Research Scientist 2 Married
## 1061 2 Research Scientist 3 Married
## 1062 2 Manufacturing Director 4 Divorced
## 1063 2 Healthcare Representative 4 Divorced
## 1064 1 Sales Representative 4 Divorced
## 1065 2 Healthcare Representative 3 Divorced
## 1066 1 Laboratory Technician 1 Married
## 1067 1 Research Scientist 3 Married
## 1068 5 Manager 1 Married
## 1069 2 Sales Executive 1 Married
## 1070 1 Sales Representative 2 Married
## 1071 1 Sales Representative 4 Married
## 1072 2 Manufacturing Director 1 Married
## 1073 1 Sales Representative 4 Single
## 1074 2 Healthcare Representative 3 Married
## 1075 2 Sales Executive 1 Married
## 1076 4 Manager 1 Married
## 1077 5 Manager 3 Divorced
## 1078 2 Laboratory Technician 3 Divorced
## 1079 2 Research Scientist 2 Single
## 1080 2 Research Scientist 3 Divorced
## 1081 1 Research Scientist 3 Single
## 1082 1 Research Scientist 4 Married
## 1083 1 Sales Representative 1 Married
## 1084 2 Sales Executive 3 Married
## 1085 3 Manufacturing Director 3 Single
## 1086 3 Sales Executive 1 Married
## 1087 2 Sales Executive 3 Married
## 1088 1 Research Scientist 3 Married
## 1089 1 Research Scientist 4 Married
## 1090 2 Sales Executive 4 Married
## 1091 2 Sales Executive 2 Divorced
## 1092 2 Sales Executive 4 Divorced
## 1093 3 Research Director 4 Divorced
## 1094 2 Sales Executive 2 Divorced
## 1095 2 Healthcare Representative 1 Divorced
## 1096 2 Manufacturing Director 2 Married
## 1097 1 Research Scientist 1 Married
## 1098 1 Human Resources 4 Divorced
## 1099 1 Laboratory Technician 2 Married
## 1100 2 Manufacturing Director 1 Single
## 1101 5 Manager 3 Married
## 1102 2 Sales Executive 2 Divorced
## 1103 2 Sales Executive 4 Married
## 1104 3 Sales Executive 4 Married
## 1105 1 Research Scientist 4 Single
## 1106 1 Research Scientist 2 Divorced
## 1107 1 Research Scientist 1 Married
## 1108 2 Human Resources 3 Single
## 1109 2 Sales Executive 3 Single
## 1110 2 Sales Executive 1 Married
## 1111 2 Healthcare Representative 3 Married
## 1112 3 Manager 4 Married
## 1113 3 Manager 3 Married
## 1114 2 Sales Executive 3 Married
## 1115 3 Healthcare Representative 3 Single
## 1116 1 Research Scientist 1 Married
## 1117 2 Manufacturing Director 2 Single
## 1118 2 Laboratory Technician 4 Married
## 1119 3 Healthcare Representative 2 Divorced
## 1120 1 Sales Representative 3 Divorced
## 1121 3 Sales Executive 1 Divorced
## 1122 4 Manager 4 Single
## 1123 2 Research Scientist 1 Married
## 1124 4 Manager 4 Married
## 1125 1 Research Scientist 3 Married
## 1126 1 Sales Representative 1 Single
## 1127 1 Laboratory Technician 3 Married
## 1128 2 Laboratory Technician 3 Married
## 1129 4 Manager 2 Single
## 1130 1 Laboratory Technician 1 Married
## 1131 3 Research Director 3 Divorced
## 1132 4 Manager 2 Divorced
## 1133 2 Healthcare Representative 4 Married
## 1134 1 Laboratory Technician 2 Single
## 1135 1 Laboratory Technician 1 Single
## 1136 1 Laboratory Technician 1 Married
## 1137 1 Laboratory Technician 1 Married
## 1138 2 Sales Executive 1 Divorced
## 1139 3 Sales Executive 3 Divorced
## 1140 4 Research Director 3 Married
## 1141 2 Healthcare Representative 4 Married
## 1142 2 Sales Executive 2 Married
## 1143 3 Healthcare Representative 3 Single
## 1144 2 Sales Executive 4 Single
## 1145 2 Human Resources 4 Married
## 1146 2 Sales Executive 3 Single
## 1147 2 Laboratory Technician 3 Married
## 1148 1 Laboratory Technician 3 Divorced
## 1149 1 Research Scientist 4 Divorced
## 1150 2 Healthcare Representative 4 Married
## 1151 1 Research Scientist 3 Divorced
## 1152 2 Sales Executive 4 Single
## 1153 2 Research Scientist 3 Single
## 1154 1 Laboratory Technician 4 Married
## 1155 2 Manufacturing Director 1 Married
## 1156 4 Healthcare Representative 2 Single
## 1157 1 Sales Representative 3 Divorced
## 1158 2 Research Scientist 2 Married
## 1159 1 Research Scientist 3 Married
## 1160 2 Manufacturing Director 2 Divorced
## 1161 1 Research Scientist 3 Single
## 1162 3 Manufacturing Director 3 Single
## 1163 1 Laboratory Technician 4 Married
## 1164 3 Manufacturing Director 4 Single
## 1165 1 Research Scientist 3 Married
## 1166 1 Laboratory Technician 2 Married
## 1167 3 Healthcare Representative 4 Married
## 1168 2 Sales Executive 3 Single
## 1169 1 Research Scientist 3 Divorced
## 1170 1 Research Scientist 1 Married
## MonthlyRate NumCompaniesWorked OverTime PercentSalaryHike
## 1 9250 2 No 11
## 2 17544 1 No 14
## 3 19944 2 No 11
## 4 24032 1 No 19
## 5 17218 1 Yes 13
## 6 4809 1 No 21
## 7 5561 2 Yes 12
## 8 24223 2 Yes 14
## 9 18410 1 Yes 19
## 10 15332 1 No 14
## 11 22539 7 No 13
## 12 10494 1 No 15
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## 1169 6 5 2 5
## 1170 8 3 2 8
## YearsInCurrentRole YearsSinceLastPromotion LogMonthlyIncome
## 1 2 0 8.390041
## 2 7 4 9.884610
## 3 2 2 9.144414
## 4 10 5 9.251674
## 5 3 1 8.232174
## 6 7 1 9.081711
## 7 2 0 7.662468
## 8 0 0 8.808967
## 9 1 0 7.705262
## 10 2 7 8.529714
## 11 12 6 9.872616
## 12 2 2 7.903227
## 13 5 1 9.232200
## 14 0 0 7.814400
## 15 6 5 8.138273
## 16 8 0 8.843904
## 17 7 6 8.813587
## 18 0 0 8.567506
## 19 0 1 7.983440
## 20 0 2 8.523772
## 21 2 0 9.087834
## 22 2 2 9.002085
## 23 7 4 8.644530
## 24 2 0 8.581482
## 25 0 1 8.846353
## 26 9 3 9.809891
## 27 8 7 9.202711
## 28 2 0 9.014812
## 29 2 2 9.254166
## 30 3 1 8.356555
## 31 7 0 8.448486
## 32 11 2 7.614805
## 33 7 7 9.733411
## 34 0 1 7.722235
## 35 0 0 9.177714
## 36 1 0 7.935230
## 37 12 6 9.240482
## 38 2 2 8.721602
## 39 3 7 9.889236
## 40 2 2 7.934155
## 41 9 14 9.698368
## 42 7 3 8.799662
## 43 2 2 7.858254
## 44 0 0 9.883948
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## 53 5 7 7.606387
## 54 7 0 8.399985
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## 62 7 1 8.867005
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## 1093 8 0 NA
## 1094 1 1 NA
## 1095 3 1 NA
## 1096 5 4 NA
## 1097 1 0 NA
## 1098 2 1 NA
## 1099 0 0 NA
## 1100 3 0 NA
## 1101 8 9 NA
## 1102 4 1 NA
## 1103 7 7 NA
## 1104 2 0 NA
## 1105 2 0 NA
## 1106 5 1 NA
## 1107 7 6 NA
## 1108 2 0 NA
## 1109 7 0 NA
## 1110 3 0 NA
## 1111 11 2 NA
## 1112 4 0 NA
## 1113 6 7 NA
## 1114 3 1 NA
## 1115 14 12 NA
## 1116 6 7 NA
## 1117 0 0 NA
## 1118 8 7 NA
## 1119 0 0 NA
## 1120 2 0 NA
## 1121 2 2 NA
## 1122 4 2 NA
## 1123 8 8 NA
## 1124 8 11 NA
## 1125 0 0 NA
## 1126 0 0 NA
## 1127 3 1 NA
## 1128 2 1 NA
## 1129 10 0 NA
## 1130 3 1 NA
## 1131 2 2 NA
## 1132 9 15 NA
## 1133 2 2 NA
## 1134 3 3 NA
## 1135 4 0 NA
## 1136 3 1 NA
## 1137 4 0 NA
## 1138 3 1 NA
## 1139 10 5 NA
## 1140 10 6 NA
## 1141 0 7 NA
## 1142 7 4 NA
## 1143 11 4 NA
## 1144 2 0 NA
## 1145 7 0 NA
## 1146 3 0 NA
## 1147 3 1 NA
## 1148 2 2 NA
## 1149 2 1 NA
## 1150 10 10 NA
## 1151 2 0 NA
## 1152 2 0 NA
## 1153 3 0 NA
## 1154 1 0 NA
## 1155 11 5 NA
## 1156 7 1 NA
## 1157 2 0 NA
## 1158 0 0 NA
## 1159 2 2 NA
## 1160 2 0 NA
## 1161 4 0 NA
## 1162 0 0 NA
## 1163 8 3 NA
## 1164 5 1 NA
## 1165 7 1 NA
## 1166 2 2 NA
## 1167 10 11 NA
## 1168 4 4 NA
## 1169 3 0 NA
## 1170 7 1 NA
## BusinessTravelNumeric
## 1 2
## 2 2
## 3 1
## 4 2
## 5 1
## 6 1
## 7 2
## 8 2
## 9 2
## 10 1
## 11 2
## 12 3
## 13 2
## 14 2
## 15 2
## 16 3
## 17 2
## 18 3
## 19 2
## 20 2
## 21 2
## 22 2
## 23 1
## 24 1
## 25 2
## 26 2
## 27 2
## 28 2
## 29 2
## 30 3
## 31 1
## 32 2
## 33 2
## 34 2
## 35 2
## 36 1
## 37 2
## 38 2
## 39 2
## 40 1
## 41 3
## 42 2
## 43 2
## 44 2
## 45 2
## 46 1
## 47 2
## 48 2
## 49 1
## 50 3
## 51 2
## 52 2
## 53 2
## 54 3
## 55 2
## 56 2
## 57 1
## 58 2
## 59 3
## 60 1
## 61 2
## 62 2
## 63 2
## 64 3
## 65 2
## 66 2
## 67 2
## 68 2
## 69 1
## 70 2
## 71 2
## 72 2
## 73 2
## 74 2
## 75 2
## 76 1
## 77 2
## 78 2
## 79 3
## 80 2
## 81 2
## 82 2
## 83 1
## 84 2
## 85 2
## 86 2
## 87 2
## 88 2
## 89 1
## 90 2
## 91 1
## 92 2
## 93 2
## 94 2
## 95 2
## 96 2
## 97 2
## 98 3
## 99 1
## 100 2
## 101 2
## 102 2
## 103 3
## 104 2
## 105 2
## 106 2
## 107 3
## 108 2
## 109 2
## 110 2
## 111 1
## 112 2
## 113 2
## 114 3
## 115 2
## 116 3
## 117 2
## 118 2
## 119 2
## 120 2
## 121 3
## 122 2
## 123 2
## 124 2
## 125 1
## 126 2
## 127 1
## 128 2
## 129 2
## 130 2
## 131 2
## 132 2
## 133 1
## 134 2
## 135 1
## 136 1
## 137 2
## 138 2
## 139 2
## 140 2
## 141 2
## 142 2
## 143 2
## 144 2
## 145 2
## 146 3
## 147 2
## 148 2
## 149 2
## 150 2
## 151 2
## 152 2
## 153 2
## 154 2
## 155 2
## 156 3
## 157 2
## 158 1
## 159 1
## 160 1
## 161 2
## 162 3
## 163 2
## 164 2
## 165 2
## 166 2
## 167 2
## 168 2
## 169 2
## 170 2
## 171 2
## 172 3
## 173 1
## 174 2
## 175 2
## 176 2
## 177 2
## 178 1
## 179 1
## 180 2
## 181 2
## 182 2
## 183 1
## 184 2
## 185 1
## 186 2
## 187 1
## 188 2
## 189 2
## 190 3
## 191 2
## 192 1
## 193 2
## 194 2
## 195 2
## 196 2
## 197 2
## 198 2
## 199 2
## 200 2
## 201 3
## 202 2
## 203 2
## 204 2
## 205 2
## 206 2
## 207 2
## 208 2
## 209 2
## 210 2
## 211 2
## 212 2
## 213 2
## 214 2
## 215 2
## 216 2
## 217 2
## 218 1
## 219 2
## 220 2
## 221 2
## 222 1
## 223 3
## 224 2
## 225 2
## 226 2
## 227 2
## 228 2
## 229 2
## 230 2
## 231 2
## 232 2
## 233 1
## 234 2
## 235 1
## 236 2
## 237 2
## 238 2
## 239 2
## 240 2
## 241 2
## 242 1
## 243 2
## 244 2
## 245 2
## 246 2
## 247 2
## 248 2
## 249 1
## 250 2
## 251 3
## 252 3
## 253 2
## 254 2
## 255 3
## 256 3
## 257 1
## 258 2
## 259 2
## 260 2
## 261 1
## 262 2
## 263 2
## 264 1
## 265 2
## 266 2
## 267 1
## 268 2
## 269 1
## 270 2
## 271 3
## 272 2
## 273 2
## 274 2
## 275 2
## 276 2
## 277 2
## 278 1
## 279 2
## 280 2
## 281 2
## 282 2
## 283 2
## 284 2
## 285 2
## 286 2
## 287 2
## 288 2
## 289 1
## 290 2
## 291 2
## 292 3
## 293 2
## 294 3
## 295 2
## 296 2
## 297 1
## 298 1
## 299 3
## 300 2
## 301 1
## 302 1
## 303 2
## 304 2
## 305 2
## 306 3
## 307 2
## 308 3
## 309 1
## 310 2
## 311 2
## 312 2
## 313 1
## 314 2
## 315 2
## 316 2
## 317 1
## 318 2
## 319 2
## 320 2
## 321 3
## 322 2
## 323 1
## 324 2
## 325 2
## 326 2
## 327 2
## 328 2
## 329 1
## 330 2
## 331 2
## 332 2
## 333 1
## 334 2
## 335 3
## 336 1
## 337 1
## 338 1
## 339 1
## 340 2
## 341 2
## 342 1
## 343 2
## 344 1
## 345 2
## 346 2
## 347 1
## 348 1
## 349 3
## 350 2
## 351 2
## 352 2
## 353 1
## 354 3
## 355 2
## 356 2
## 357 2
## 358 2
## 359 2
## 360 2
## 361 2
## 362 1
## 363 2
## 364 2
## 365 2
## 366 1
## 367 1
## 368 2
## 369 2
## 370 2
## 371 1
## 372 3
## 373 1
## 374 2
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## 376 1
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## 378 2
## 379 2
## 380 2
## 381 2
## 382 2
## 383 2
## 384 2
## 385 2
## 386 2
## 387 1
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## 389 2
## 390 1
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## 393 3
## 394 1
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## 396 2
## 397 2
## 398 2
## 399 3
## 400 1
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## 402 3
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## 404 2
## 405 2
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## 413 2
## 414 1
## 415 1
## 416 3
## 417 3
## 418 1
## 419 2
## 420 2
## 421 2
## 422 3
## 423 2
## 424 3
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## 426 2
## 427 3
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## 429 2
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## 431 2
## 432 3
## 433 1
## 434 2
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## 447 1
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## 449 1
## 450 3
## 451 2
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## 466 2
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## 471 2
## 472 1
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## 483 1
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## 491 1
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## 498 1
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## 503 1
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## 505 2
## 506 2
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## 508 1
## 509 1
## 510 2
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## 512 3
## 513 1
## 514 1
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## 521 1
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## 524 2
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## 532 2
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## 543 3
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## 548 1
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## 553 1
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## 555 3
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## 559 2
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## 561 1
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## 563 2
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## 569 2
## 570 2
## 571 2
## 572 2
## 573 1
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## 577 2
## 578 3
## 579 1
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## 587 3
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## 591 3
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## 603 2
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## 621 1
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## 699 1
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## 701 2
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## 704 2
## 705 2
## 706 3
## 707 2
## 708 2
## 709 2
## 710 3
## 711 2
## 712 2
## 713 2
## 714 1
## 715 3
## 716 2
## 717 2
## 718 2
## 719 1
## 720 2
## 721 2
## 722 2
## 723 1
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## 725 2
## 726 2
## 727 1
## 728 1
## 729 2
## 730 2
## 731 2
## 732 2
## 733 1
## 734 3
## 735 2
## 736 2
## 737 2
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## 741 2
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## 744 2
## 745 2
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## 747 2
## 748 1
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## 750 2
## 751 1
## 752 1
## 753 1
## 754 2
## 755 2
## 756 3
## 757 2
## 758 2
## 759 2
## 760 2
## 761 2
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## 763 3
## 764 3
## 765 2
## 766 2
## 767 2
## 768 3
## 769 2
## 770 3
## 771 1
## 772 2
## 773 1
## 774 2
## 775 1
## 776 2
## 777 2
## 778 3
## 779 3
## 780 2
## 781 2
## 782 2
## 783 2
## 784 1
## 785 3
## 786 2
## 787 2
## 788 2
## 789 2
## 790 2
## 791 2
## 792 2
## 793 2
## 794 2
## 795 3
## 796 1
## 797 2
## 798 2
## 799 3
## 800 2
## 801 1
## 802 2
## 803 2
## 804 2
## 805 3
## 806 2
## 807 2
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## 810 2
## 811 3
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## 815 2
## 816 2
## 817 2
## 818 2
## 819 2
## 820 2
## 821 2
## 822 2
## 823 2
## 824 1
## 825 2
## 826 2
## 827 2
## 828 2
## 829 1
## 830 1
## 831 3
## 832 2
## 833 2
## 834 2
## 835 3
## 836 3
## 837 2
## 838 2
## 839 2
## 840 2
## 841 2
## 842 2
## 843 1
## 844 2
## 845 2
## 846 2
## 847 2
## 848 2
## 849 2
## 850 1
## 851 2
## 852 2
## 853 2
## 854 2
## 855 2
## 856 2
## 857 2
## 858 1
## 859 2
## 860 2
## 861 1
## 862 2
## 863 3
## 864 1
## 865 2
## 866 2
## 867 3
## 868 2
## 869 2
## 870 1
## 871 1
## 872 2
## 873 2
## 874 3
## 875 2
## 876 2
## 877 3
## 878 1
## 879 1
## 880 2
## 881 2
## 882 2
## 883 2
## 884 1
## 885 2
## 886 2
## 887 2
## 888 2
## 889 2
## 890 2
## 891 2
## 892 2
## 893 2
## 894 1
## 895 2
## 896 2
## 897 2
## 898 3
## 899 2
## 900 2
## 901 2
## 902 1
## 903 2
## 904 2
## 905 2
## 906 1
## 907 1
## 908 2
## 909 2
## 910 2
## 911 2
## 912 1
## 913 2
## 914 2
## 915 2
## 916 2
## 917 2
## 918 2
## 919 2
## 920 2
## 921 2
## 922 2
## 923 2
## 924 3
## 925 2
## 926 2
## 927 2
## 928 2
## 929 3
## 930 1
## 931 3
## 932 2
## 933 2
## 934 1
## 935 2
## 936 1
## 937 2
## 938 1
## 939 2
## 940 2
## 941 2
## 942 2
## 943 2
## 944 2
## 945 2
## 946 1
## 947 2
## 948 2
## 949 1
## 950 1
## 951 3
## 952 2
## 953 2
## 954 1
## 955 3
## 956 2
## 957 2
## 958 3
## 959 2
## 960 2
## 961 2
## 962 2
## 963 1
## 964 2
## 965 2
## 966 2
## 967 2
## 968 2
## 969 1
## 970 2
## 971 2
## 972 2
## 973 1
## 974 2
## 975 2
## 976 2
## 977 2
## 978 2
## 979 2
## 980 2
## 981 2
## 982 2
## 983 2
## 984 2
## 985 2
## 986 1
## 987 1
## 988 2
## 989 1
## 990 2
## 991 2
## 992 2
## 993 2
## 994 1
## 995 3
## 996 2
## 997 1
## 998 2
## 999 2
## 1000 2
## 1001 2
## 1002 1
## 1003 2
## 1004 2
## 1005 2
## 1006 2
## 1007 2
## 1008 2
## 1009 2
## 1010 2
## 1011 1
## 1012 2
## 1013 2
## 1014 1
## 1015 1
## 1016 2
## 1017 2
## 1018 2
## 1019 2
## 1020 3
## 1021 2
## 1022 3
## 1023 2
## 1024 3
## 1025 1
## 1026 3
## 1027 2
## 1028 2
## 1029 2
## 1030 2
## 1031 2
## 1032 2
## 1033 2
## 1034 2
## 1035 3
## 1036 2
## 1037 2
## 1038 2
## 1039 2
## 1040 2
## 1041 1
## 1042 2
## 1043 2
## 1044 2
## 1045 3
## 1046 1
## 1047 2
## 1048 1
## 1049 2
## 1050 2
## 1051 2
## 1052 1
## 1053 2
## 1054 2
## 1055 1
## 1056 2
## 1057 1
## 1058 2
## 1059 2
## 1060 2
## 1061 2
## 1062 1
## 1063 1
## 1064 2
## 1065 3
## 1066 2
## 1067 2
## 1068 2
## 1069 1
## 1070 2
## 1071 2
## 1072 2
## 1073 2
## 1074 2
## 1075 2
## 1076 2
## 1077 2
## 1078 2
## 1079 2
## 1080 1
## 1081 2
## 1082 2
## 1083 1
## 1084 2
## 1085 1
## 1086 1
## 1087 2
## 1088 2
## 1089 2
## 1090 2
## 1091 2
## 1092 3
## 1093 1
## 1094 2
## 1095 3
## 1096 2
## 1097 2
## 1098 1
## 1099 2
## 1100 2
## 1101 2
## 1102 2
## 1103 3
## 1104 2
## 1105 2
## 1106 1
## 1107 2
## 1108 2
## 1109 1
## 1110 2
## 1111 3
## 1112 2
## 1113 2
## 1114 1
## 1115 2
## 1116 1
## 1117 2
## 1118 3
## 1119 2
## 1120 2
## 1121 2
## 1122 3
## 1123 1
## 1124 3
## 1125 2
## 1126 1
## 1127 1
## 1128 2
## 1129 2
## 1130 2
## 1131 1
## 1132 2
## 1133 2
## 1134 1
## 1135 2
## 1136 2
## 1137 2
## 1138 1
## 1139 2
## 1140 2
## 1141 2
## 1142 2
## 1143 2
## 1144 2
## 1145 1
## 1146 2
## 1147 2
## 1148 2
## 1149 2
## 1150 2
## 1151 1
## 1152 1
## 1153 1
## 1154 2
## 1155 2
## 1156 2
## 1157 2
## 1158 2
## 1159 2
## 1160 2
## 1161 2
## 1162 2
## 1163 1
## 1164 2
## 1165 1
## 1166 1
## 1167 2
## 1168 2
## 1169 2
## 1170 2
columnsForModelSelection = c("Attrition", "JobInvolvement", "JobLevel", "JobSatisfaction", "PerformanceRating", "StockOptionLevel", "TotalWorkingYears", "WorkLifeBalance", "BusinessTravelNumeric")
topPerformingVariablesDataframe = combinedEmployeeDataframe[,columnsForModelSelection]
topPerformingVariablesDataframe
## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1 No 3 2 4 3
## 2 No 2 5 3 3
## 3 No 3 3 4 3
## 4 No 3 3 4 3
## 5 No 3 1 4 3
## 6 No 3 3 1 4
## 7 No 4 1 3 3
## 8 No 2 2 4 3
## 9 No 3 1 3 3
## 10 No 2 2 3 3
## 11 No 2 5 3 3
## 12 No 3 1 4 3
## 13 No 3 3 3 4
## 14 No 3 1 2 3
## 15 No 3 1 1 3
## 16 No 3 2 3 3
## 17 No 3 2 1 3
## 18 No 3 2 3 3
## 19 No 4 1 4 3
## 20 No 4 2 1 3
## 21 No 2 2 2 3
## 22 No 4 2 2 3
## 23 No 3 2 3 3
## 24 No 3 2 1 3
## 25 No 2 2 4 3
## 26 No 3 5 2 3
## 27 No 3 2 2 3
## 28 Yes 3 2 1 3
## 29 Yes 3 3 1 3
## 30 No 3 1 4 3
## 31 No 1 2 4 3
## 32 No 4 1 2 3
## 33 No 1 4 2 3
## 34 No 2 1 3 3
## 35 No 2 2 4 4
## 36 No 4 1 2 4
## 37 Yes 2 3 1 3
## 38 Yes 2 2 1 3
## 39 No 3 5 2 3
## 40 No 4 1 4 3
## 41 No 3 4 2 4
## 42 No 1 2 3 3
## 43 No 3 1 1 3
## 44 No 2 5 4 4
## 45 No 3 1 3 4
## 46 No 3 1 4 3
## 47 Yes 1 2 2 3
## 48 No 2 3 3 3
## 49 Yes 3 1 2 3
## 50 No 3 1 2 3
## 51 No 3 1 1 3
## 52 No 3 5 1 4
## 53 No 4 1 4 3
## 54 No 3 2 2 3
## 55 No 3 2 4 4
## 56 No 3 1 1 4
## 57 Yes 4 1 3 3
## 58 No 3 1 1 3
## 59 No 3 3 4 3
## 60 Yes 1 1 4 3
## 61 Yes 2 3 4 3
## 62 No 3 3 3 3
## 63 No 3 1 3 3
## 64 No 3 1 3 3
## 65 Yes 3 1 2 3
## 66 No 4 1 2 3
## 67 No 1 2 4 3
## 68 No 3 1 4 3
## 69 No 3 1 1 3
## 70 No 3 1 4 3
## 71 No 3 1 4 4
## 72 No 3 2 1 3
## 73 Yes 2 2 3 3
## 74 No 3 1 4 3
## 75 Yes 3 3 2 3
## 76 No 3 2 4 4
## 77 No 2 3 3 3
## 78 No 4 4 1 3
## 79 No 2 3 4 3
## 80 No 1 1 4 3
## 81 Yes 1 2 2 3
## 82 No 3 2 3 3
## 83 No 2 2 3 3
## 84 No 4 2 1 3
## 85 No 3 2 2 3
## 86 No 2 4 4 3
## 87 No 3 2 1 3
## 88 Yes 2 1 2 4
## 89 No 3 3 3 3
## 90 No 3 5 1 3
## 91 No 3 1 4 4
## 92 Yes 2 3 1 3
## 93 Yes 2 1 3 3
## 94 No 3 2 3 3
## 95 No 3 5 2 3
## 96 No 3 2 3 4
## 97 No 3 4 2 3
## 98 No 2 2 4 3
## 99 No 3 1 2 3
## 100 No 2 1 2 3
## 101 No 3 1 1 3
## 102 No 3 3 4 3
## 103 No 3 2 3 3
## 104 No 4 1 1 3
## 105 No 4 4 2 3
## 106 No 4 1 4 4
## 107 No 3 2 3 3
## 108 No 4 5 2 3
## 109 Yes 3 2 2 4
## 110 No 3 1 1 3
## 111 No 2 1 3 3
## 112 No 3 4 4 3
## 113 No 3 3 2 3
## 114 No 3 2 1 3
## 115 No 3 2 1 3
## 116 No 3 3 2 3
## 117 No 3 2 4 3
## 118 No 2 2 2 3
## 119 No 3 1 3 3
## 120 No 3 2 4 3
## 121 No 4 3 1 3
## 122 No 3 1 1 3
## 123 No 3 3 1 3
## 124 No 2 2 4 4
## 125 No 3 2 4 3
## 126 No 3 2 4 3
## 127 Yes 1 1 1 4
## 128 No 2 2 4 3
## 129 No 2 2 3 3
## 130 No 4 4 1 3
## 131 No 2 2 2 3
## 132 No 3 2 4 3
## 133 No 2 2 4 3
## 134 No 3 2 2 4
## 135 No 2 2 3 3
## 136 No 4 2 2 4
## 137 Yes 2 1 1 3
## 138 No 3 3 3 3
## 139 Yes 3 1 1 4
## 140 No 3 3 4 3
## 141 No 3 4 2 3
## 142 No 3 1 3 3
## 143 No 3 3 3 3
## 144 No 3 2 4 3
## 145 No 4 2 3 4
## 146 No 3 2 3 3
## 147 No 3 1 2 3
## 148 No 3 2 1 3
## 149 No 3 1 2 4
## 150 No 1 2 1 4
## 151 Yes 3 2 1 3
## 152 No 3 2 4 3
## 153 No 2 2 3 3
## 154 No 4 2 2 3
## 155 No 3 1 2 3
## 156 No 3 2 3 3
## 157 No 3 2 2 3
## 158 Yes 3 4 4 3
## 159 No 3 3 1 3
## 160 No 3 3 1 3
## 161 No 2 2 4 3
## 162 Yes 2 3 1 3
## 163 No 3 2 3 3
## 164 No 4 2 1 3
## 165 No 3 3 2 3
## 166 Yes 2 1 3 3
## 167 No 3 4 2 3
## 168 No 4 4 3 3
## 169 No 3 2 1 3
## 170 No 3 1 4 4
## 171 No 3 2 4 4
## 172 No 3 2 2 3
## 173 No 3 3 3 3
## 174 No 4 3 3 3
## 175 No 3 4 3 3
## 176 No 2 1 2 3
## 177 Yes 3 5 1 3
## 178 Yes 3 1 1 3
## 179 No 3 3 4 3
## 180 No 2 2 4 4
## 181 No 2 3 2 3
## 182 No 3 2 1 3
## 183 No 4 1 3 3
## 184 No 3 3 2 3
## 185 No 3 1 3 3
## 186 No 3 1 4 4
## 187 No 4 2 3 3
## 188 No 4 4 2 3
## 189 No 3 5 2 3
## 190 No 3 2 3 3
## 191 No 3 2 4 3
## 192 No 3 3 1 3
## 193 No 3 2 3 3
## 194 No 3 2 4 3
## 195 No 2 1 4 3
## 196 No 3 1 4 3
## 197 No 3 1 4 4
## 198 No 2 4 2 3
## 199 No 2 3 4 3
## 200 No 2 1 2 4
## 201 Yes 4 4 2 3
## 202 No 3 2 2 3
## 203 No 2 2 3 3
## 204 Yes 1 1 2 3
## 205 No 3 1 2 3
## 206 No 3 1 1 3
## 207 Yes 1 2 3 3
## 208 Yes 3 2 1 3
## 209 No 3 1 1 3
## 210 No 3 3 3 3
## 211 No 2 4 2 4
## 212 No 3 5 3 3
## 213 No 4 1 4 3
## 214 No 2 2 4 3
## 215 No 2 1 4 3
## 216 No 3 1 3 3
## 217 No 3 2 3 3
## 218 No 3 4 4 3
## 219 No 3 1 3 3
## 220 No 3 1 4 4
## 221 No 3 2 4 4
## 222 Yes 3 2 1 3
## 223 No 3 2 4 4
## 224 No 2 1 3 3
## 225 No 3 1 4 3
## 226 No 3 1 2 3
## 227 No 3 1 4 3
## 228 No 4 1 2 3
## 229 No 3 2 3 4
## 230 No 2 4 3 3
## 231 No 2 2 4 3
## 232 No 3 1 4 3
## 233 Yes 1 4 3 3
## 234 No 3 2 1 3
## 235 No 3 4 4 3
## 236 Yes 2 3 3 3
## 237 No 3 5 3 3
## 238 No 3 2 4 3
## 239 No 3 1 2 3
## 240 No 2 3 1 3
## 241 No 3 3 1 4
## 242 No 3 5 2 4
## 243 No 3 1 2 4
## 244 Yes 2 1 1 3
## 245 No 2 2 4 3
## 246 No 2 1 4 3
## 247 No 3 3 4 3
## 248 No 2 1 2 3
## 249 No 3 2 4 3
## 250 No 3 4 1 3
## 251 No 2 1 3 3
## 252 No 3 2 4 3
## 253 No 2 1 3 3
## 254 Yes 4 1 1 3
## 255 No 2 3 2 3
## 256 No 3 1 3 3
## 257 No 3 1 2 3
## 258 No 3 2 1 3
## 259 No 3 3 4 3
## 260 No 3 1 3 3
## 261 Yes 2 1 4 3
## 262 Yes 2 1 1 3
## 263 Yes 3 1 4 3
## 264 No 3 1 4 3
## 265 No 3 1 3 3
## 266 No 4 1 2 3
## 267 No 3 4 1 3
## 268 Yes 3 1 2 3
## 269 No 3 2 3 4
## 270 No 3 2 1 3
## 271 No 3 2 3 4
## 272 No 3 2 2 3
## 273 No 2 2 3 4
## 274 No 2 2 1 3
## 275 No 4 5 2 3
## 276 No 3 5 1 3
## 277 No 3 1 2 3
## 278 No 3 1 4 3
## 279 Yes 2 2 3 3
## 280 No 3 2 3 3
## 281 No 3 2 4 3
## 282 No 3 1 1 3
## 283 No 3 2 4 3
## 284 No 3 2 4 3
## 285 No 4 1 3 3
## 286 No 3 2 3 3
## 287 Yes 3 1 2 4
## 288 No 3 1 4 3
## 289 No 3 3 4 3
## 290 No 3 1 4 3
## 291 No 3 1 4 3
## 292 No 3 2 2 3
## 293 No 3 1 2 3
## 294 No 3 3 2 3
## 295 No 3 4 4 4
## 296 No 3 1 3 3
## 297 No 2 2 3 3
## 298 Yes 1 2 3 4
## 299 Yes 2 1 1 4
## 300 Yes 1 1 4 3
## 301 No 3 2 2 3
## 302 No 3 3 1 4
## 303 No 2 1 2 3
## 304 No 3 2 3 3
## 305 Yes 3 1 3 4
## 306 No 2 1 4 3
## 307 No 3 1 4 3
## 308 No 2 1 4 3
## 309 No 3 2 2 3
## 310 No 4 2 2 4
## 311 No 3 2 4 3
## 312 No 3 4 3 3
## 313 Yes 3 1 3 3
## 314 No 2 2 3 3
## 315 No 3 2 1 3
## 316 No 3 2 4 3
## 317 No 3 1 3 3
## 318 No 2 2 3 3
## 319 No 2 2 4 3
## 320 No 4 1 4 3
## 321 No 2 1 2 4
## 322 No 3 1 4 3
## 323 No 2 1 4 3
## 324 No 2 2 1 4
## 325 No 2 4 4 3
## 326 No 3 1 3 3
## 327 No 3 5 4 3
## 328 No 3 2 1 3
## 329 No 2 2 2 3
## 330 No 3 4 1 3
## 331 No 3 4 3 3
## 332 Yes 1 3 4 3
## 333 Yes 3 1 2 3
## 334 No 3 3 1 3
## 335 No 2 5 4 4
## 336 Yes 2 2 3 4
## 337 No 3 2 4 3
## 338 No 3 2 4 3
## 339 Yes 3 2 3 3
## 340 No 3 1 1 3
## 341 No 2 1 1 3
## 342 No 2 1 4 3
## 343 No 2 3 4 3
## 344 No 3 1 3 4
## 345 No 3 2 1 3
## 346 No 3 4 1 3
## 347 No 3 2 3 3
## 348 No 3 2 2 4
## 349 No 1 1 3 3
## 350 No 3 4 4 3
## 351 No 3 3 1 3
## 352 No 4 2 4 3
## 353 No 2 2 4 3
## 354 No 3 2 4 3
## 355 No 3 3 3 3
## 356 No 1 2 1 3
## 357 No 2 1 2 3
## 358 Yes 2 1 2 3
## 359 No 3 2 4 4
## 360 No 3 1 4 3
## 361 No 2 5 3 3
## 362 Yes 4 1 1 3
## 363 Yes 1 5 4 3
## 364 No 3 5 3 3
## 365 No 1 5 3 3
## 366 No 4 4 1 3
## 367 No 3 2 2 3
## 368 No 3 2 1 3
## 369 No 4 1 3 3
## 370 No 4 2 4 3
## 371 No 3 2 1 3
## 372 No 3 3 1 3
## 373 No 3 3 1 3
## 374 No 3 1 2 3
## 375 No 3 1 1 3
## 376 No 1 4 4 3
## 377 Yes 4 1 1 3
## 378 No 3 2 4 3
## 379 No 1 1 4 3
## 380 Yes 3 1 3 3
## 381 No 3 5 3 3
## 382 No 3 1 3 4
## 383 No 3 2 1 3
## 384 No 3 1 1 3
## 385 Yes 3 1 3 3
## 386 No 3 3 1 3
## 387 No 3 3 3 3
## 388 No 3 2 4 3
## 389 No 3 2 4 3
## 390 Yes 2 1 2 3
## 391 No 3 2 1 3
## 392 No 2 2 4 3
## 393 No 3 1 1 3
## 394 No 2 3 1 3
## 395 No 3 1 4 3
## 396 No 3 1 4 3
## 397 No 3 4 3 3
## 398 Yes 3 1 3 3
## 399 No 3 2 3 4
## 400 No 3 3 3 3
## 401 No 1 2 4 4
## 402 No 3 2 3 3
## 403 No 3 1 3 3
## 404 No 3 3 1 3
## 405 No 2 1 1 3
## 406 No 2 4 4 3
## 407 No 2 2 4 3
## 408 No 1 1 3 3
## 409 No 2 4 4 3
## 410 No 3 4 1 4
## 411 No 2 1 1 4
## 412 No 3 3 3 3
## 413 No 3 1 2 4
## 414 No 3 2 4 3
## 415 Yes 1 1 3 3
## 416 No 3 2 4 3
## 417 No 3 1 4 3
## 418 No 4 1 4 3
## 419 No 2 2 4 3
## 420 No 2 3 3 3
## 421 No 3 2 2 3
## 422 No 3 2 3 3
## 423 Yes 1 2 3 3
## 424 No 3 1 4 3
## 425 No 2 2 1 3
## 426 No 2 3 4 3
## 427 No 3 1 3 3
## 428 No 2 1 3 3
## 429 Yes 2 1 3 3
## 430 No 2 2 1 3
## 431 No 3 2 3 3
## 432 No 3 1 3 3
## 433 Yes 2 2 1 4
## 434 No 2 1 1 3
## 435 No 2 3 2 3
## 436 No 3 2 2 3
## 437 Yes 3 1 3 3
## 438 No 3 1 1 3
## 439 Yes 2 1 3 3
## 440 No 4 2 4 3
## 441 No 3 2 3 3
## 442 No 3 1 3 3
## 443 Yes 3 1 3 3
## 444 No 3 1 4 3
## 445 No 3 5 4 3
## 446 No 3 1 4 3
## 447 No 3 2 4 3
## 448 No 4 2 1 3
## 449 No 3 2 4 3
## 450 No 2 2 1 3
## 451 No 3 2 4 3
## 452 No 3 1 2 3
## 453 Yes 3 2 4 3
## 454 No 3 2 3 3
## 455 No 2 4 1 3
## 456 No 3 5 2 3
## 457 No 3 2 4 3
## 458 No 3 2 4 4
## 459 No 3 1 1 4
## 460 No 2 2 4 3
## 461 No 3 1 3 3
## 462 No 3 1 2 3
## 463 No 3 3 4 3
## 464 No 3 2 4 4
## 465 Yes 2 1 3 3
## 466 No 3 1 4 3
## 467 No 3 1 4 4
## 468 No 4 1 4 3
## 469 Yes 1 2 1 3
## 470 No 4 2 1 3
## 471 No 3 1 2 3
## 472 Yes 2 1 4 4
## 473 No 3 3 1 3
## 474 No 3 1 4 3
## 475 No 3 1 3 3
## 476 No 3 2 4 4
## 477 No 2 2 3 3
## 478 No 3 2 3 3
## 479 No 3 1 1 3
## 480 No 4 3 4 4
## 481 No 3 2 1 3
## 482 No 3 1 4 3
## 483 No 2 2 4 3
## 484 No 3 1 1 3
## 485 Yes 3 3 4 3
## 486 Yes 3 2 4 3
## 487 Yes 3 1 4 3
## 488 No 3 1 3 3
## 489 Yes 2 3 3 3
## 490 No 3 2 3 3
## 491 No 3 5 1 3
## 492 No 3 4 1 3
## 493 No 2 2 3 3
## 494 No 2 3 2 3
## 495 No 2 2 3 3
## 496 No 3 4 3 3
## 497 No 3 1 4 4
## 498 No 3 1 4 3
## 499 No 3 2 3 3
## 500 No 1 2 3 3
## 501 Yes 2 3 1 3
## 502 Yes 2 1 3 3
## 503 Yes 3 1 3 3
## 504 No 4 3 1 3
## 505 No 3 4 3 3
## 506 No 2 2 2 3
## 507 Yes 3 1 3 3
## 508 No 3 3 2 3
## 509 No 3 1 4 3
## 510 Yes 3 5 3 3
## 511 No 3 2 4 3
## 512 No 3 3 3 4
## 513 No 3 1 3 3
## 514 No 3 3 4 3
## 515 No 3 1 4 4
## 516 No 1 2 2 3
## 517 Yes 2 1 2 3
## 518 No 3 1 2 4
## 519 No 2 2 4 3
## 520 Yes 3 1 4 3
## 521 No 2 1 4 3
## 522 Yes 3 1 2 3
## 523 No 3 3 1 3
## 524 No 2 5 3 3
## 525 No 2 1 4 3
## 526 No 2 3 2 3
## 527 No 3 2 1 3
## 528 No 3 2 1 3
## 529 No 2 1 3 3
## 530 Yes 3 1 2 3
## 531 No 2 3 3 3
## 532 No 3 2 3 3
## 533 No 4 1 3 4
## 534 No 3 2 4 3
## 535 Yes 1 1 1 3
## 536 No 4 1 4 3
## 537 No 3 3 2 3
## 538 No 3 1 3 3
## 539 Yes 3 1 2 3
## 540 No 3 2 1 3
## 541 No 3 2 3 3
## 542 No 4 1 1 3
## 543 No 2 1 3 3
## 544 No 3 2 3 3
## 545 No 2 1 1 3
## 546 No 2 1 4 3
## 547 No 3 3 2 3
## 548 No 2 2 3 3
## 549 No 2 3 2 3
## 550 No 3 1 2 3
## 551 No 2 5 3 3
## 552 No 2 1 4 3
## 553 No 2 2 4 4
## 554 No 3 1 3 3
## 555 No 2 2 4 3
## 556 No 3 2 3 3
## 557 No 3 2 3 3
## 558 No 2 1 4 3
## 559 No 3 2 2 3
## 560 No 3 2 3 3
## 561 No 3 1 2 3
## 562 No 3 4 3 3
## 563 No 3 1 2 3
## 564 No 3 3 3 4
## 565 No 1 1 3 4
## 566 No 3 1 4 3
## 567 No 2 2 1 3
## 568 Yes 2 2 1 3
## 569 No 2 2 3 3
## 570 No 3 4 3 3
## 571 No 3 2 2 4
## 572 Yes 3 1 4 3
## 573 No 2 2 4 3
## 574 No 4 2 3 4
## 575 No 3 2 2 4
## 576 No 2 2 3 3
## 577 No 2 1 1 3
## 578 No 2 1 3 3
## 579 No 3 2 3 3
## 580 No 3 2 4 3
## 581 No 3 1 4 3
## 582 No 3 4 4 3
## 583 No 1 2 4 3
## 584 No 3 2 2 4
## 585 No 3 2 4 3
## 586 No 3 2 4 3
## 587 No 1 2 4 3
## 588 Yes 2 1 1 4
## 589 No 3 1 3 3
## 590 No 3 1 1 3
## 591 No 2 1 3 3
## 592 Yes 2 2 2 4
## 593 Yes 3 1 3 3
## 594 No 3 1 1 3
## 595 No 2 3 3 3
## 596 No 4 2 1 4
## 597 No 2 3 2 3
## 598 No 2 2 3 4
## 599 No 4 2 2 4
## 600 Yes 3 1 4 3
## 601 No 3 1 2 3
## 602 No 3 2 1 3
## 603 No 4 3 1 3
## 604 No 3 1 4 3
## 605 Yes 1 1 2 3
## 606 No 4 4 3 3
## 607 No 2 2 3 3
## 608 No 4 2 1 4
## 609 No 4 1 1 3
## 610 No 2 1 4 3
## 611 No 2 2 4 3
## 612 No 2 2 3 3
## 613 Yes 3 1 1 4
## 614 Yes 2 1 2 3
## 615 No 3 3 3 3
## 616 No 2 2 4 3
## 617 No 2 1 2 3
## 618 No 3 2 1 4
## 619 No 2 3 1 3
## 620 No 2 1 3 3
## 621 Yes 2 1 4 3
## 622 No 4 2 3 3
## 623 No 4 1 4 3
## 624 No 3 3 4 3
## 625 Yes 2 1 1 3
## 626 No 3 1 3 3
## 627 No 3 2 3 3
## 628 No 2 3 4 3
## 629 No 3 3 2 3
## 630 No 2 3 2 3
## 631 No 2 1 4 4
## 632 No 3 3 4 4
## 633 No 3 2 4 3
## 634 No 3 1 4 4
## 635 No 3 3 1 3
## 636 No 2 1 4 3
## 637 No 3 4 1 3
## 638 No 3 3 3 3
## 639 No 4 1 4 3
## 640 Yes 3 1 1 3
## 641 No 3 1 3 4
## 642 No 3 2 1 3
## 643 No 2 4 1 3
## 644 Yes 1 1 1 4
## 645 Yes 2 1 1 3
## 646 No 2 3 4 3
## 647 Yes 3 1 3 3
## 648 No 1 1 3 3
## 649 No 2 2 1 3
## 650 Yes 3 1 1 3
## 651 No 2 1 1 3
## 652 No 4 2 4 3
## 653 No 3 3 3 3
## 654 No 3 3 3 4
## 655 Yes 2 1 3 3
## 656 No 3 2 1 3
## 657 No 2 3 2 3
## 658 No 3 4 4 4
## 659 No 2 2 2 3
## 660 No 2 2 2 3
## 661 No 3 2 4 3
## 662 No 2 1 3 3
## 663 No 3 3 4 3
## 664 No 3 1 4 4
## 665 No 3 2 3 4
## 666 No 4 2 3 3
## 667 No 3 3 4 3
## 668 Yes 1 1 4 3
## 669 Yes 3 2 3 3
## 670 No 3 4 4 3
## 671 No 3 3 3 3
## 672 No 3 2 4 3
## 673 No 3 2 1 3
## 674 Yes 3 1 2 3
## 675 No 4 1 3 3
## 676 No 2 5 2 3
## 677 No 3 2 2 3
## 678 No 3 2 3 3
## 679 No 3 2 2 3
## 680 No 2 1 3 3
## 681 No 2 2 1 3
## 682 No 3 1 4 4
## 683 No 3 2 3 3
## 684 No 4 3 4 3
## 685 No 3 1 4 3
## 686 No 3 3 2 4
## 687 Yes 3 3 4 3
## 688 No 2 1 2 4
## 689 Yes 2 1 4 4
## 690 No 3 1 2 3
## 691 No 3 2 3 3
## 692 Yes 3 3 2 3
## 693 No 2 2 4 4
## 694 Yes 3 1 4 4
## 695 No 1 2 4 3
## 696 No 2 1 4 3
## 697 No 2 4 4 4
## 698 No 3 2 2 3
## 699 Yes 3 1 4 3
## 700 No 3 5 2 3
## 701 No 2 1 2 3
## 702 No 3 2 3 4
## 703 No 2 3 4 3
## 704 Yes 3 1 2 3
## 705 No 3 1 3 3
## 706 No 3 2 4 3
## 707 No 3 2 4 3
## 708 No 4 1 2 3
## 709 No 2 1 3 3
## 710 No 3 4 1 3
## 711 No 3 3 1 4
## 712 No 2 4 4 3
## 713 No 4 1 2 3
## 714 No 2 3 4 3
## 715 No 2 3 1 3
## 716 Yes 1 1 3 3
## 717 No 2 2 3 3
## 718 No 3 2 3 3
## 719 Yes 3 2 4 4
## 720 No 3 3 2 3
## 721 No 3 3 3 3
## 722 No 3 2 3 3
## 723 No 3 1 1 3
## 724 No 2 3 4 3
## 725 No 3 1 3 3
## 726 No 3 2 3 3
## 727 No 3 1 4 3
## 728 No 3 1 3 3
## 729 Yes 1 1 4 3
## 730 No 3 1 4 3
## 731 No 3 2 2 4
## 732 Yes 3 2 3 3
## 733 Yes 2 1 2 3
## 734 Yes 4 2 3 3
## 735 No 3 1 4 3
## 736 No 4 2 3 3
## 737 No 2 4 4 3
## 738 No 2 2 4 3
## 739 No 3 2 3 3
## 740 No 2 2 4 3
## 741 No 2 2 3 3
## 742 No 2 3 4 4
## 743 No 3 2 4 3
## 744 No 3 1 2 3
## 745 No 3 2 3 4
## 746 No 2 1 1 3
## 747 Yes 2 1 1 3
## 748 No 2 2 1 4
## 749 No 3 1 1 3
## 750 No 3 1 4 3
## 751 Yes 3 1 4 3
## 752 Yes 3 1 2 3
## 753 No 3 4 3 3
## 754 Yes 3 3 2 4
## 755 No 3 3 3 3
## 756 No 1 1 3 3
## 757 No 3 2 4 4
## 758 No 3 2 3 3
## 759 No 3 1 3 3
## 760 Yes 1 5 2 3
## 761 Yes 2 1 1 4
## 762 No 3 4 4 3
## 763 No 1 2 2 3
## 764 No 3 2 3 3
## 765 No 3 1 4 3
## 766 No 1 2 1 3
## 767 No 4 1 3 3
## 768 No 1 3 1 3
## 769 No 3 2 4 3
## 770 No 2 2 3 3
## 771 No 2 2 4 3
## 772 No 3 3 1 4
## 773 No 3 3 3 4
## 774 Yes 2 1 3 3
## 775 No 3 3 4 3
## 776 No 4 1 3 3
## 777 No 3 1 3 4
## 778 No 3 1 1 3
## 779 No 3 1 4 4
## 780 Yes 3 1 4 3
## 781 Yes 3 1 2 4
## 782 No 2 2 3 3
## 783 No 3 1 2 3
## 784 No 3 2 3 3
## 785 No 3 2 2 3
## 786 No 3 4 2 3
## 787 No 3 3 3 3
## 788 Yes 2 2 2 3
## 789 No 2 5 1 3
## 790 No 3 1 2 3
## 791 No 2 2 1 4
## 792 No 3 1 2 3
## 793 No 2 3 3 3
## 794 No 3 3 3 3
## 795 No 3 2 4 3
## 796 Yes 3 1 1 3
## 797 No 3 4 4 3
## 798 Yes 3 1 1 3
## 799 Yes 2 1 2 4
## 800 No 4 2 1 4
## 801 No 4 2 1 3
## 802 No 3 2 4 3
## 803 No 3 4 1 3
## 804 Yes 3 3 1 4
## 805 No 3 2 2 3
## 806 No 3 3 1 3
## 807 No 4 2 3 3
## 808 No 3 1 4 4
## 809 No 3 1 4 3
## 810 No 3 1 2 3
## 811 No 3 2 1 3
## 812 No 3 1 4 3
## 813 No 3 2 3 3
## 814 No 3 5 3 3
## 815 No 2 1 2 3
## 816 No 3 1 4 3
## 817 No 2 2 4 4
## 818 No 3 3 3 3
## 819 No 2 1 4 3
## 820 Yes 3 2 3 3
## 821 No 4 1 4 3
## 822 No 3 2 4 3
## 823 No 2 2 3 4
## 824 Yes 3 1 3 3
## 825 No 3 2 3 3
## 826 No 3 5 4 3
## 827 Yes 3 3 3 3
## 828 No 3 2 1 3
## 829 No 2 1 2 3
## 830 No 3 5 2 3
## 831 No 3 2 1 3
## 832 Yes 3 1 3 3
## 833 No 2 1 1 3
## 834 No 3 1 1 4
## 835 No 2 4 2 3
## 836 No 3 3 2 3
## 837 No 3 1 3 3
## 838 No 4 2 4 3
## 839 No 2 3 2 3
## 840 No 2 5 2 3
## 841 Yes 3 1 3 3
## 842 No 2 3 1 3
## 843 No 2 4 4 4
## 844 No 3 3 4 3
## 845 No 1 2 4 3
## 846 No 3 2 1 3
## 847 No 3 1 2 3
## 848 No 4 3 4 3
## 849 Yes 2 2 3 3
## 850 No 4 1 4 3
## 851 Yes 1 2 3 3
## 852 No 2 1 3 3
## 853 No 2 2 3 3
## 854 No 4 2 1 3
## 855 No 2 2 2 3
## 856 No 3 1 3 3
## 857 Yes 3 1 1 3
## 858 No 2 3 3 4
## 859 No 3 1 1 4
## 860 Yes 3 3 4 3
## 861 No 2 1 3 3
## 862 No 2 3 4 3
## 863 Yes 4 2 4 3
## 864 No 3 4 3 3
## 865 No 3 3 4 3
## 866 No 3 3 4 3
## 867 No 3 2 4 3
## 868 No 3 2 3 3
## 869 No 3 1 3 3
## 870 No 3 2 2 3
## 871 No 3 2 4 4
## 872 No 3 1 4 3
## 873 Yes 4 4 3 3
## 874 No 4 1 2 4
## 875 No 2 1 1 3
## 876 Yes 3 2 4 3
## 877 No 3 2 2 3
## 878 Yes 2 1 3 4
## 879 No 1 1 3 4
## 880 No 2 4 2 3
## 881 Yes 3 3 4 3
## 882 No 3 1 2 4
## 883 No 3 2 3 3
## 884 No 3 2 4 3
## 885 No 2 2 2 3
## 886 Yes 3 2 3 3
## 887 No 1 2 3 3
## 888 No 3 2 1 3
## 889 No 3 2 4 4
## 890 No 3 1 3 3
## 891 No 3 2 4 3
## 892 No 3 3 2 3
## 893 Yes 2 3 4 3
## 894 No 4 2 4 4
## 895 No 3 3 2 3
## 896 No 3 3 4 3
## 897 Yes 3 3 1 4
## 898 No 3 4 3 3
## 899 No 3 2 1 3
## 900 No 3 1 3 3
## 901 No 3 1 2 3
## 902 No 3 2 3 3
## 903 No 3 2 3 3
## 904 No 3 1 4 3
## 905 No 3 4 4 3
## 906 No 3 2 2 3
## 907 No 2 3 1 3
## 908 No 3 2 4 3
## 909 Yes 3 1 3 3
## 910 No 3 1 1 3
## 911 No 1 5 4 3
## 912 No 3 1 2 3
## 913 No 3 1 1 3
## 914 No 2 3 1 3
## 915 No 3 2 3 3
## 916 No 3 2 3 3
## 917 No 3 1 1 4
## 918 No 3 2 4 3
## 919 No 3 1 2 4
## 920 No 4 1 1 4
## 921 No 3 1 2 3
## 922 No 4 1 4 3
## 923 Yes 3 2 3 3
## 924 No 4 2 1 3
## 925 No 3 4 3 4
## 926 No 4 1 3 3
## 927 No 4 2 4 3
## 928 No 1 3 3 3
## 929 No 4 1 4 3
## 930 No 3 1 4 3
## 931 No 3 2 3 3
## 932 No 3 3 4 3
## 933 No 4 3 1 3
## 934 Yes 2 1 4 3
## 935 Yes 3 1 1 3
## 936 Yes 3 1 1 3
## 937 No 3 3 1 3
## 938 Yes 1 3 4 3
## 939 No 3 2 4 3
## 940 No 3 1 2 3
## 941 Yes 3 1 1 3
## 942 No 4 3 3 3
## 943 No 3 3 1 3
## 944 No 3 2 4 3
## 945 No 2 1 3 3
## 946 No 3 2 4 3
## 947 Yes 3 1 2 3
## 948 No 3 1 4 4
## 949 Yes 3 1 3 3
## 950 Yes 4 2 3 3
## 951 No 3 1 3 4
## 952 No 3 2 1 3
## 953 No 3 2 2 3
## 954 No 3 1 4 3
## 955 No 3 2 2 3
## 956 No 1 3 3 4
## 957 No 1 3 4 3
## 958 No 3 1 3 3
## 959 No 3 3 3 3
## 960 Yes 3 5 2 3
## 961 No 3 1 4 3
## 962 No 3 2 4 3
## 963 No 2 2 1 3
## 964 No 4 2 2 3
## 965 No 2 1 4 3
## 966 No 2 5 3 3
## 967 No 2 1 1 3
## 968 No 2 3 3 3
## 969 No 3 4 1 4
## 970 Yes 3 1 2 3
## 971 No 3 2 4 3
## 972 No 3 2 4 3
## 973 No 3 1 3 3
## 974 No 2 1 2 3
## 975 No 2 2 3 3
## 976 Yes 2 1 4 3
## 977 No 2 2 3 3
## 978 Yes 3 1 1 3
## 979 No 2 3 3 4
## 980 No 2 5 3 3
## 981 No 2 1 3 4
## 982 No 2 3 4 3
## 983 No 2 1 4 3
## 984 No 2 1 3 3
## 985 No 2 2 4 3
## 986 Yes 4 1 3 3
## 987 Yes 2 1 4 3
## 988 No 3 2 4 3
## 989 No 3 3 1 3
## 990 No 2 1 2 3
## 991 No 2 2 4 3
## 992 No 4 1 3 3
## 993 No 3 2 4 3
## 994 No 3 2 2 3
## 995 No 3 2 4 3
## 996 No 3 2 3 3
## 997 No 3 1 3 3
## 998 No 3 4 4 3
## 999 No 3 3 4 3
## 1000 Yes 3 1 4 4
## 1001 No 3 2 2 4
## 1002 No 3 2 3 3
## 1003 No 3 2 2 3
## 1004 No 3 2 4 3
## 1005 No 3 1 1 3
## 1006 No 2 2 4 3
## 1007 No 3 1 3 3
## 1008 No 3 2 4 3
## 1009 No 3 5 3 3
## 1010 No 3 2 3 4
## 1011 Yes 3 3 3 3
## 1012 No 2 2 2 3
## 1013 No 2 2 2 3
## 1014 Yes 3 2 1 3
## 1015 Yes 2 2 1 3
## 1016 No 4 1 2 3
## 1017 No 2 1 1 3
## 1018 No 3 3 2 3
## 1019 No 3 3 4 3
## 1020 No 3 1 4 3
## 1021 No 3 2 2 3
## 1022 No 3 2 4 3
## 1023 No 3 2 4 3
## 1024 No 2 3 3 4
## 1025 No 2 4 1 3
## 1026 No 3 5 4 3
## 1027 No 2 2 1 3
## 1028 No 2 2 4 3
## 1029 Yes 3 2 3 3
## 1030 Yes 2 3 1 3
## 1031 No 3 2 2 3
## 1032 No 3 1 4 3
## 1033 No 2 3 4 3
## 1034 No 2 1 3 3
## 1035 No 3 2 3 3
## 1036 Yes 3 1 3 3
## 1037 No 3 2 4 4
## 1038 No 3 3 2 3
## 1039 No 3 3 3 4
## 1040 No 3 2 3 3
## 1041 Yes 2 1 2 3
## 1042 No 2 1 1 3
## 1043 No 2 3 4 3
## 1044 No 3 2 4 3
## 1045 No 3 1 3 3
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## 1047 Yes 3 2 2 3
## 1048 No 3 3 2 3
## 1049 Yes 3 1 3 3
## 1050 Yes 1 2 4 3
## 1051 Yes 2 3 4 3
## 1052 No 3 1 4 3
## 1053 No 3 2 3 3
## 1054 No 3 1 3 3
## 1055 No 3 1 4 3
## 1056 Yes 3 1 1 3
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## 1058 No 3 4 4 4
## 1059 No 3 2 2 3
## 1060 No 2 1 2 3
## 1061 No 4 2 3 4
## 1062 No 4 2 4 3
## 1063 No 3 2 4 4
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## 1065 No 1 2 3 3
## 1066 No 3 1 1 3
## 1067 No 3 1 3 3
## 1068 No 3 5 1 3
## 1069 No 3 2 1 3
## 1070 No 3 1 2 3
## 1071 No 4 1 4 3
## 1072 No 3 2 1 3
## 1073 No 4 1 4 3
## 1074 No 4 2 3 3
## 1075 No 2 2 1 3
## 1076 No 3 4 1 4
## 1077 No 3 5 3 3
## 1078 No 3 2 3 3
## 1079 No 3 2 2 3
## 1080 No 3 2 3 3
## 1081 No 2 1 3 3
## 1082 No 1 1 4 3
## 1083 Yes 3 1 1 3
## 1084 No 3 2 3 3
## 1085 No 2 3 3 4
## 1086 No 2 3 1 4
## 1087 No 3 2 3 3
## 1088 No 3 1 3 3
## 1089 No 3 1 4 3
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## 1091 No 2 2 2 3
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## 1093 No 3 3 4 3
## 1094 No 2 2 2 3
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## 1102 No 3 2 2 3
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## 1104 No 2 3 4 3
## 1105 No 3 1 4 3
## 1106 No 3 1 2 3
## 1107 No 3 1 1 3
## 1108 No 2 2 3 3
## 1109 No 3 2 3 3
## 1110 No 3 2 1 3
## 1111 No 3 2 3 3
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## 1113 Yes 3 3 3 3
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## 1133 No 3 2 4 3
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## 1139 No 3 3 3 3
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## 1141 No 2 2 4 4
## 1142 No 3 2 2 3
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## 1145 No 3 2 4 3
## 1146 No 3 2 3 3
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## 1166 No 2 1 2 4
## 1167 No 3 3 4 4
## 1168 No 3 2 3 3
## 1169 No 2 1 3 3
## 1170 No 4 1 1 3
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## 774 1 2 2 2
## 775 1 24 1 1
## 776 0 2 3 2
## 777 1 6 4 2
## 778 3 1 3 3
## 779 0 7 3 3
## 780 3 4 4 2
## 781 0 4 2 2
## 782 0 20 3 2
## 783 1 7 4 2
## 784 1 10 2 1
## 785 1 4 1 3
## 786 0 9 4 2
## 787 0 15 3 2
## 788 0 11 2 2
## 789 3 34 3 2
## 790 0 2 2 2
## 791 1 10 3 2
## 792 0 9 3 2
## 793 1 10 4 2
## 794 3 17 3 2
## 795 2 7 3 3
## 796 0 10 3 1
## 797 0 21 3 2
## 798 0 1 3 2
## 799 0 1 4 3
## 800 1 13 3 2
## 801 2 10 3 1
## 802 0 10 4 2
## 803 0 21 3 2
## 804 0 9 3 2
## 805 1 17 4 3
## 806 1 15 3 2
## 807 0 6 2 2
## 808 2 2 3 2
## 809 1 10 2 2
## 810 1 6 2 2
## 811 2 12 3 3
## 812 1 7 2 2
## 813 1 5 4 2
## 814 1 27 3 2
## 815 1 3 3 2
## 816 1 15 3 2
## 817 0 12 2 2
## 818 0 14 4 2
## 819 0 6 3 2
## 820 0 6 3 2
## 821 2 6 3 2
## 822 1 10 3 2
## 823 2 8 3 2
## 824 1 2 2 1
## 825 2 7 3 2
## 826 2 23 3 2
## 827 3 10 3 2
## 828 0 4 3 2
## 829 1 9 2 1
## 830 1 32 3 1
## 831 1 9 3 3
## 832 0 0 2 2
## 833 3 6 3 2
## 834 0 1 3 2
## 835 1 34 3 3
## 836 1 9 3 3
## 837 0 8 3 2
## 838 0 10 3 2
## 839 1 28 3 2
## 840 0 29 3 2
## 841 0 0 3 2
## 842 0 10 2 2
## 843 0 31 3 1
## 844 1 10 2 2
## 845 0 6 3 2
## 846 1 10 3 2
## 847 0 1 3 2
## 848 3 19 2 2
## 849 2 8 3 2
## 850 1 8 3 1
## 851 1 4 3 2
## 852 0 10 3 2
## 853 0 10 3 2
## 854 0 9 3 2
## 855 0 4 3 2
## 856 1 1 3 2
## 857 0 8 3 2
## 858 1 10 3 1
## 859 1 7 3 2
## 860 1 10 3 2
## 861 0 8 2 1
## 862 0 23 4 2
## 863 0 9 2 3
## 864 2 28 2 1
## 865 2 10 4 2
## 866 0 11 3 2
## 867 0 4 3 3
## 868 1 11 2 2
## 869 1 7 2 2
## 870 0 10 3 1
## 871 1 7 3 1
## 872 0 5 3 2
## 873 0 24 2 2
## 874 0 5 3 3
## 875 2 7 3 2
## 876 1 19 4 2
## 877 1 8 4 3
## 878 0 2 1 1
## 879 3 10 2 1
## 880 0 29 2 2
## 881 1 28 4 2
## 882 1 7 3 2
## 883 1 6 2 2
## 884 1 5 3 1
## 885 2 10 3 2
## 886 1 4 4 2
## 887 2 11 3 2
## 888 1 7 3 2
## 889 1 10 2 2
## 890 0 6 1 2
## 891 0 9 3 2
## 892 1 9 3 2
## 893 0 9 3 2
## 894 2 6 3 1
## 895 2 29 3 2
## 896 1 12 2 2
## 897 0 11 2 2
## 898 0 21 2 3
## 899 0 10 4 2
## 900 1 6 3 2
## 901 1 6 3 2
## 902 1 11 2 1
## 903 1 18 3 2
## 904 2 8 2 2
## 905 1 26 4 2
## 906 1 4 3 1
## 907 1 21 2 1
## 908 2 8 2 2
## 909 0 2 2 2
## 910 0 1 3 2
## 911 1 25 3 2
## 912 1 7 3 1
## 913 1 7 2 2
## 914 0 14 3 2
## 915 0 8 3 2
## 916 0 5 3 2
## 917 1 3 3 2
## 918 0 5 3 2
## 919 0 1 3 2
## 920 3 12 2 2
## 921 0 4 3 2
## 922 0 1 3 2
## 923 1 9 2 2
## 924 1 10 4 3
## 925 1 36 3 2
## 926 1 10 3 2
## 927 2 10 4 2
## 928 1 20 3 2
## 929 2 1 2 3
## 930 0 8 2 1
## 931 1 15 3 3
## 932 0 10 3 2
## 933 1 10 3 2
## 934 1 3 2 1
## 935 0 1 3 2
## 936 0 4 2 1
## 937 1 17 3 2
## 938 0 18 3 1
## 939 0 18 3 2
## 940 1 1 3 2
## 941 0 15 1 2
## 942 1 11 3 2
## 943 0 28 2 2
## 944 1 4 3 2
## 945 0 0 3 2
## 946 1 6 4 1
## 947 0 1 3 2
## 948 2 3 1 2
## 949 1 8 2 1
## 950 0 8 3 1
## 951 2 10 2 3
## 952 1 8 2 2
## 953 0 8 2 2
## 954 0 6 2 1
## 955 0 9 2 3
## 956 2 9 4 2
## 957 0 37 2 2
## 958 0 10 3 3
## 959 0 21 3 2
## 960 0 40 3 2
## 961 0 6 3 2
## 962 2 9 3 2
## 963 1 13 2 1
## 964 1 12 1 2
## 965 2 2 3 2
## 966 1 29 2 2
## 967 0 5 1 2
## 968 2 10 3 2
## 969 1 32 3 1
## 970 1 5 3 2
## 971 0 7 3 2
## 972 2 10 1 2
## 973 0 5 2 1
## 974 0 1 4 2
## 975 2 5 3 2
## 976 0 4 2 2
## 977 0 19 3 2
## 978 0 6 3 2
## 979 1 17 3 2
## 980 1 23 4 2
## 981 2 6 3 2
## 982 1 15 3 2
## 983 0 6 2 2
## 984 0 5 3 2
## 985 1 8 2 2
## 986 0 8 3 1
## 987 1 1 3 1
## 988 1 7 2 2
## 989 0 21 3 1
## 990 0 3 3 2
## 991 2 13 3 2
## 992 1 5 3 2
## 993 0 12 1 2
## 994 3 5 3 1
## 995 0 6 3 3
## 996 0 16 3 2
## 997 1 3 2 1
## 998 0 29 2 2
## 999 1 12 3 2
## 1000 0 1 1 2
## 1001 1 16 3 2
## 1002 0 5 3 1
## 1003 2 10 2 2
## 1004 3 20 3 2
## 1005 1 10 2 2
## 1006 0 9 2 2
## 1007 0 2 3 2
## 1008 1 10 3 2
## 1009 1 26 3 2
## 1010 1 13 1 2
## 1011 2 17 3 1
## 1012 1 12 3 2
## 1013 0 13 3 2
## 1014 1 11 2 1
## 1015 0 9 2 1
## 1016 1 8 3 2
## 1017 1 10 3 2
## 1018 2 10 3 2
## 1019 1 12 3 2
## 1020 0 0 3 3
## 1021 1 9 4 2
## 1022 0 7 3 3
## 1023 3 7 3 2
## 1024 1 25 2 3
## 1025 1 21 2 1
## 1026 0 21 2 3
## 1027 0 9 3 2
## 1028 0 5 3 2
## 1029 0 4 3 2
## 1030 1 24 3 2
## 1031 3 4 2 2
## 1032 0 10 3 2
## 1033 1 9 3 2
## 1034 1 1 2 2
## 1035 2 11 4 3
## 1036 0 1 3 2
## 1037 0 6 2 2
## 1038 1 16 4 2
## 1039 0 9 3 2
## 1040 1 11 2 2
## 1041 0 6 4 1
## 1042 0 6 3 2
## 1043 2 10 3 2
## 1044 1 18 2 2
## 1045 0 5 2 3
## 1046 2 1 3 1
## 1047 2 7 3 2
## 1048 2 12 3 1
## 1049 0 8 3 2
## 1050 2 7 2 2
## 1051 1 34 3 2
## 1052 0 8 3 1
## 1053 0 8 3 2
## 1054 1 6 3 2
## 1055 0 6 2 1
## 1056 1 6 3 2
## 1057 1 6 3 1
## 1058 1 22 3 2
## 1059 0 19 2 2
## 1060 0 6 1 2
## 1061 1 13 2 2
## 1062 1 9 3 1
## 1063 1 15 1 1
## 1064 1 3 3 2
## 1065 1 12 3 3
## 1066 1 5 4 2
## 1067 3 20 3 2
## 1068 0 33 1 2
## 1069 2 5 3 1
## 1070 1 4 3 2
## 1071 1 5 3 2
## 1072 1 13 1 2
## 1073 0 2 3 2
## 1074 1 10 3 2
## 1075 1 6 3 2
## 1076 0 28 3 2
## 1077 1 26 2 2
## 1078 1 10 3 2
## 1079 0 10 3 2
## 1080 1 19 3 1
## 1081 0 8 3 2
## 1082 1 4 3 2
## 1083 1 1 2 1
## 1084 0 15 3 2
## 1085 0 10 3 1
## 1086 1 20 3 1
## 1087 1 6 3 2
## 1088 1 6 1 2
## 1089 1 6 3 2
## 1090 0 6 3 2
## 1091 2 7 3 2
## 1092 1 15 2 3
## 1093 3 10 3 1
## 1094 1 7 4 2
## 1095 2 6 3 3
## 1096 1 8 2 2
## 1097 1 17 2 2
## 1098 1 6 2 1
## 1099 1 8 3 2
## 1100 0 10 1 2
## 1101 1 21 3 2
## 1102 2 8 3 2
## 1103 1 13 3 3
## 1104 1 35 3 2
## 1105 0 8 3 2
## 1106 2 8 2 1
## 1107 2 9 2 2
## 1108 0 10 4 2
## 1109 0 7 3 1
## 1110 1 6 1 2
## 1111 1 15 3 3
## 1112 1 14 1 2
## 1113 0 15 4 2
## 1114 1 18 3 1
## 1115 0 25 3 2
## 1116 1 8 2 1
## 1117 0 18 2 2
## 1118 3 10 3 3
## 1119 1 24 3 2
## 1120 2 8 3 2
## 1121 1 20 3 2
## 1122 0 27 2 3
## 1123 0 10 3 1
## 1124 1 22 3 3
## 1125 0 2 2 2
## 1126 0 1 4 1
## 1127 1 6 3 1
## 1128 1 9 3 2
## 1129 0 22 3 2
## 1130 1 4 2 2
## 1131 1 9 3 1
## 1132 2 21 3 2
## 1133 2 10 3 2
## 1134 0 4 3 1
## 1135 0 10 4 2
## 1136 2 6 3 2
## 1137 1 17 3 2
## 1138 1 10 3 1
## 1139 2 17 2 2
## 1140 1 14 3 2
## 1141 1 10 3 2
## 1142 1 10 3 2
## 1143 0 27 3 2
## 1144 0 4 3 2
## 1145 0 14 3 1
## 1146 0 8 3 2
## 1147 0 6 4 2
## 1148 1 4 2 2
## 1149 3 3 3 2
## 1150 3 11 3 2
## 1151 3 4 3 1
## 1152 0 8 3 1
## 1153 0 20 2 1
## 1154 0 1 2 2
## 1155 0 16 2 2
## 1156 0 21 3 2
## 1157 3 5 3 2
## 1158 1 15 3 2
## 1159 1 4 3 2
## 1160 2 7 3 2
## 1161 0 6 3 2
## 1162 0 10 4 2
## 1163 0 11 4 1
## 1164 0 12 4 2
## 1165 1 8 3 1
## 1166 1 2 3 1
## 1167 1 14 3 2
## 1168 0 6 3 2
## 1169 2 6 2 2
## 1170 1 8 2 2
#Seperate the yes/no attrition observations into 2 dataframes
noAttritionTrainingDataframe = topPerformingVariablesDataframe[topPerformingVariablesDataframe$Attrition == 'No',]
yesAttritionTrainingDataframe = topPerformingVariablesDataframe[topPerformingVariablesDataframe$Attrition == 'Yes',]
trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
maxKvalue = 5
iterations = 30
columnCombinations = c(2,3,4,5,6,7,8,9)
noAttritionTrainingDataframe
## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1 No 3 2 4 3
## 2 No 2 5 3 3
## 3 No 3 3 4 3
## 4 No 3 3 4 3
## 5 No 3 1 4 3
## 6 No 3 3 1 4
## 7 No 4 1 3 3
## 8 No 2 2 4 3
## 9 No 3 1 3 3
## 10 No 2 2 3 3
## 11 No 2 5 3 3
## 12 No 3 1 4 3
## 13 No 3 3 3 4
## 14 No 3 1 2 3
## 15 No 3 1 1 3
## 16 No 3 2 3 3
## 17 No 3 2 1 3
## 18 No 3 2 3 3
## 19 No 4 1 4 3
## 20 No 4 2 1 3
## 21 No 2 2 2 3
## 22 No 4 2 2 3
## 23 No 3 2 3 3
## 24 No 3 2 1 3
## 25 No 2 2 4 3
## 26 No 3 5 2 3
## 27 No 3 2 2 3
## 30 No 3 1 4 3
## 31 No 1 2 4 3
## 32 No 4 1 2 3
## 33 No 1 4 2 3
## 34 No 2 1 3 3
## 35 No 2 2 4 4
## 36 No 4 1 2 4
## 39 No 3 5 2 3
## 40 No 4 1 4 3
## 41 No 3 4 2 4
## 42 No 1 2 3 3
## 43 No 3 1 1 3
## 44 No 2 5 4 4
## 45 No 3 1 3 4
## 46 No 3 1 4 3
## 48 No 2 3 3 3
## 50 No 3 1 2 3
## 51 No 3 1 1 3
## 52 No 3 5 1 4
## 53 No 4 1 4 3
## 54 No 3 2 2 3
## 55 No 3 2 4 4
## 56 No 3 1 1 4
## 58 No 3 1 1 3
## 59 No 3 3 4 3
## 62 No 3 3 3 3
## 63 No 3 1 3 3
## 64 No 3 1 3 3
## 66 No 4 1 2 3
## 67 No 1 2 4 3
## 68 No 3 1 4 3
## 69 No 3 1 1 3
## 70 No 3 1 4 3
## 71 No 3 1 4 4
## 72 No 3 2 1 3
## 74 No 3 1 4 3
## 76 No 3 2 4 4
## 77 No 2 3 3 3
## 78 No 4 4 1 3
## 79 No 2 3 4 3
## 80 No 1 1 4 3
## 82 No 3 2 3 3
## 83 No 2 2 3 3
## 84 No 4 2 1 3
## 85 No 3 2 2 3
## 86 No 2 4 4 3
## 87 No 3 2 1 3
## 89 No 3 3 3 3
## 90 No 3 5 1 3
## 91 No 3 1 4 4
## 94 No 3 2 3 3
## 95 No 3 5 2 3
## 96 No 3 2 3 4
## 97 No 3 4 2 3
## 98 No 2 2 4 3
## 99 No 3 1 2 3
## 100 No 2 1 2 3
## 101 No 3 1 1 3
## 102 No 3 3 4 3
## 103 No 3 2 3 3
## 104 No 4 1 1 3
## 105 No 4 4 2 3
## 106 No 4 1 4 4
## 107 No 3 2 3 3
## 108 No 4 5 2 3
## 110 No 3 1 1 3
## 111 No 2 1 3 3
## 112 No 3 4 4 3
## 113 No 3 3 2 3
## 114 No 3 2 1 3
## 115 No 3 2 1 3
## 116 No 3 3 2 3
## 117 No 3 2 4 3
## 118 No 2 2 2 3
## 119 No 3 1 3 3
## 120 No 3 2 4 3
## 121 No 4 3 1 3
## 122 No 3 1 1 3
## 123 No 3 3 1 3
## 124 No 2 2 4 4
## 125 No 3 2 4 3
## 126 No 3 2 4 3
## 128 No 2 2 4 3
## 129 No 2 2 3 3
## 130 No 4 4 1 3
## 131 No 2 2 2 3
## 132 No 3 2 4 3
## 133 No 2 2 4 3
## 134 No 3 2 2 4
## 135 No 2 2 3 3
## 136 No 4 2 2 4
## 138 No 3 3 3 3
## 140 No 3 3 4 3
## 141 No 3 4 2 3
## 142 No 3 1 3 3
## 143 No 3 3 3 3
## 144 No 3 2 4 3
## 145 No 4 2 3 4
## 146 No 3 2 3 3
## 147 No 3 1 2 3
## 148 No 3 2 1 3
## 149 No 3 1 2 4
## 150 No 1 2 1 4
## 152 No 3 2 4 3
## 153 No 2 2 3 3
## 154 No 4 2 2 3
## 155 No 3 1 2 3
## 156 No 3 2 3 3
## 157 No 3 2 2 3
## 159 No 3 3 1 3
## 160 No 3 3 1 3
## 161 No 2 2 4 3
## 163 No 3 2 3 3
## 164 No 4 2 1 3
## 165 No 3 3 2 3
## 167 No 3 4 2 3
## 168 No 4 4 3 3
## 169 No 3 2 1 3
## 170 No 3 1 4 4
## 171 No 3 2 4 4
## 172 No 3 2 2 3
## 173 No 3 3 3 3
## 174 No 4 3 3 3
## 175 No 3 4 3 3
## 176 No 2 1 2 3
## 179 No 3 3 4 3
## 180 No 2 2 4 4
## 181 No 2 3 2 3
## 182 No 3 2 1 3
## 183 No 4 1 3 3
## 184 No 3 3 2 3
## 185 No 3 1 3 3
## 186 No 3 1 4 4
## 187 No 4 2 3 3
## 188 No 4 4 2 3
## 189 No 3 5 2 3
## 190 No 3 2 3 3
## 191 No 3 2 4 3
## 192 No 3 3 1 3
## 193 No 3 2 3 3
## 194 No 3 2 4 3
## 195 No 2 1 4 3
## 196 No 3 1 4 3
## 197 No 3 1 4 4
## 198 No 2 4 2 3
## 199 No 2 3 4 3
## 200 No 2 1 2 4
## 202 No 3 2 2 3
## 203 No 2 2 3 3
## 205 No 3 1 2 3
## 206 No 3 1 1 3
## 209 No 3 1 1 3
## 210 No 3 3 3 3
## 211 No 2 4 2 4
## 212 No 3 5 3 3
## 213 No 4 1 4 3
## 214 No 2 2 4 3
## 215 No 2 1 4 3
## 216 No 3 1 3 3
## 217 No 3 2 3 3
## 218 No 3 4 4 3
## 219 No 3 1 3 3
## 220 No 3 1 4 4
## 221 No 3 2 4 4
## 223 No 3 2 4 4
## 224 No 2 1 3 3
## 225 No 3 1 4 3
## 226 No 3 1 2 3
## 227 No 3 1 4 3
## 228 No 4 1 2 3
## 229 No 3 2 3 4
## 230 No 2 4 3 3
## 231 No 2 2 4 3
## 232 No 3 1 4 3
## 234 No 3 2 1 3
## 235 No 3 4 4 3
## 237 No 3 5 3 3
## 238 No 3 2 4 3
## 239 No 3 1 2 3
## 240 No 2 3 1 3
## 241 No 3 3 1 4
## 242 No 3 5 2 4
## 243 No 3 1 2 4
## 245 No 2 2 4 3
## 246 No 2 1 4 3
## 247 No 3 3 4 3
## 248 No 2 1 2 3
## 249 No 3 2 4 3
## 250 No 3 4 1 3
## 251 No 2 1 3 3
## 252 No 3 2 4 3
## 253 No 2 1 3 3
## 255 No 2 3 2 3
## 256 No 3 1 3 3
## 257 No 3 1 2 3
## 258 No 3 2 1 3
## 259 No 3 3 4 3
## 260 No 3 1 3 3
## 264 No 3 1 4 3
## 265 No 3 1 3 3
## 266 No 4 1 2 3
## 267 No 3 4 1 3
## 269 No 3 2 3 4
## 270 No 3 2 1 3
## 271 No 3 2 3 4
## 272 No 3 2 2 3
## 273 No 2 2 3 4
## 274 No 2 2 1 3
## 275 No 4 5 2 3
## 276 No 3 5 1 3
## 277 No 3 1 2 3
## 278 No 3 1 4 3
## 280 No 3 2 3 3
## 281 No 3 2 4 3
## 282 No 3 1 1 3
## 283 No 3 2 4 3
## 284 No 3 2 4 3
## 285 No 4 1 3 3
## 286 No 3 2 3 3
## 288 No 3 1 4 3
## 289 No 3 3 4 3
## 290 No 3 1 4 3
## 291 No 3 1 4 3
## 292 No 3 2 2 3
## 293 No 3 1 2 3
## 294 No 3 3 2 3
## 295 No 3 4 4 4
## 296 No 3 1 3 3
## 297 No 2 2 3 3
## 301 No 3 2 2 3
## 302 No 3 3 1 4
## 303 No 2 1 2 3
## 304 No 3 2 3 3
## 306 No 2 1 4 3
## 307 No 3 1 4 3
## 308 No 2 1 4 3
## 309 No 3 2 2 3
## 310 No 4 2 2 4
## 311 No 3 2 4 3
## 312 No 3 4 3 3
## 314 No 2 2 3 3
## 315 No 3 2 1 3
## 316 No 3 2 4 3
## 317 No 3 1 3 3
## 318 No 2 2 3 3
## 319 No 2 2 4 3
## 320 No 4 1 4 3
## 321 No 2 1 2 4
## 322 No 3 1 4 3
## 323 No 2 1 4 3
## 324 No 2 2 1 4
## 325 No 2 4 4 3
## 326 No 3 1 3 3
## 327 No 3 5 4 3
## 328 No 3 2 1 3
## 329 No 2 2 2 3
## 330 No 3 4 1 3
## 331 No 3 4 3 3
## 334 No 3 3 1 3
## 335 No 2 5 4 4
## 337 No 3 2 4 3
## 338 No 3 2 4 3
## 340 No 3 1 1 3
## 341 No 2 1 1 3
## 342 No 2 1 4 3
## 343 No 2 3 4 3
## 344 No 3 1 3 4
## 345 No 3 2 1 3
## 346 No 3 4 1 3
## 347 No 3 2 3 3
## 348 No 3 2 2 4
## 349 No 1 1 3 3
## 350 No 3 4 4 3
## 351 No 3 3 1 3
## 352 No 4 2 4 3
## 353 No 2 2 4 3
## 354 No 3 2 4 3
## 355 No 3 3 3 3
## 356 No 1 2 1 3
## 357 No 2 1 2 3
## 359 No 3 2 4 4
## 360 No 3 1 4 3
## 361 No 2 5 3 3
## 364 No 3 5 3 3
## 365 No 1 5 3 3
## 366 No 4 4 1 3
## 367 No 3 2 2 3
## 368 No 3 2 1 3
## 369 No 4 1 3 3
## 370 No 4 2 4 3
## 371 No 3 2 1 3
## 372 No 3 3 1 3
## 373 No 3 3 1 3
## 374 No 3 1 2 3
## 375 No 3 1 1 3
## 376 No 1 4 4 3
## 378 No 3 2 4 3
## 379 No 1 1 4 3
## 381 No 3 5 3 3
## 382 No 3 1 3 4
## 383 No 3 2 1 3
## 384 No 3 1 1 3
## 386 No 3 3 1 3
## 387 No 3 3 3 3
## 388 No 3 2 4 3
## 389 No 3 2 4 3
## 391 No 3 2 1 3
## 392 No 2 2 4 3
## 393 No 3 1 1 3
## 394 No 2 3 1 3
## 395 No 3 1 4 3
## 396 No 3 1 4 3
## 397 No 3 4 3 3
## 399 No 3 2 3 4
## 400 No 3 3 3 3
## 401 No 1 2 4 4
## 402 No 3 2 3 3
## 403 No 3 1 3 3
## 404 No 3 3 1 3
## 405 No 2 1 1 3
## 406 No 2 4 4 3
## 407 No 2 2 4 3
## 408 No 1 1 3 3
## 409 No 2 4 4 3
## 410 No 3 4 1 4
## 411 No 2 1 1 4
## 412 No 3 3 3 3
## 413 No 3 1 2 4
## 414 No 3 2 4 3
## 416 No 3 2 4 3
## 417 No 3 1 4 3
## 418 No 4 1 4 3
## 419 No 2 2 4 3
## 420 No 2 3 3 3
## 421 No 3 2 2 3
## 422 No 3 2 3 3
## 424 No 3 1 4 3
## 425 No 2 2 1 3
## 426 No 2 3 4 3
## 427 No 3 1 3 3
## 428 No 2 1 3 3
## 430 No 2 2 1 3
## 431 No 3 2 3 3
## 432 No 3 1 3 3
## 434 No 2 1 1 3
## 435 No 2 3 2 3
## 436 No 3 2 2 3
## 438 No 3 1 1 3
## 440 No 4 2 4 3
## 441 No 3 2 3 3
## 442 No 3 1 3 3
## 444 No 3 1 4 3
## 445 No 3 5 4 3
## 446 No 3 1 4 3
## 447 No 3 2 4 3
## 448 No 4 2 1 3
## 449 No 3 2 4 3
## 450 No 2 2 1 3
## 451 No 3 2 4 3
## 452 No 3 1 2 3
## 454 No 3 2 3 3
## 455 No 2 4 1 3
## 456 No 3 5 2 3
## 457 No 3 2 4 3
## 458 No 3 2 4 4
## 459 No 3 1 1 4
## 460 No 2 2 4 3
## 461 No 3 1 3 3
## 462 No 3 1 2 3
## 463 No 3 3 4 3
## 464 No 3 2 4 4
## 466 No 3 1 4 3
## 467 No 3 1 4 4
## 468 No 4 1 4 3
## 470 No 4 2 1 3
## 471 No 3 1 2 3
## 473 No 3 3 1 3
## 474 No 3 1 4 3
## 475 No 3 1 3 3
## 476 No 3 2 4 4
## 477 No 2 2 3 3
## 478 No 3 2 3 3
## 479 No 3 1 1 3
## 480 No 4 3 4 4
## 481 No 3 2 1 3
## 482 No 3 1 4 3
## 483 No 2 2 4 3
## 484 No 3 1 1 3
## 488 No 3 1 3 3
## 490 No 3 2 3 3
## 491 No 3 5 1 3
## 492 No 3 4 1 3
## 493 No 2 2 3 3
## 494 No 2 3 2 3
## 495 No 2 2 3 3
## 496 No 3 4 3 3
## 497 No 3 1 4 4
## 498 No 3 1 4 3
## 499 No 3 2 3 3
## 500 No 1 2 3 3
## 504 No 4 3 1 3
## 505 No 3 4 3 3
## 506 No 2 2 2 3
## 508 No 3 3 2 3
## 509 No 3 1 4 3
## 511 No 3 2 4 3
## 512 No 3 3 3 4
## 513 No 3 1 3 3
## 514 No 3 3 4 3
## 515 No 3 1 4 4
## 516 No 1 2 2 3
## 518 No 3 1 2 4
## 519 No 2 2 4 3
## 521 No 2 1 4 3
## 523 No 3 3 1 3
## 524 No 2 5 3 3
## 525 No 2 1 4 3
## 526 No 2 3 2 3
## 527 No 3 2 1 3
## 528 No 3 2 1 3
## 529 No 2 1 3 3
## 531 No 2 3 3 3
## 532 No 3 2 3 3
## 533 No 4 1 3 4
## 534 No 3 2 4 3
## 536 No 4 1 4 3
## 537 No 3 3 2 3
## 538 No 3 1 3 3
## 540 No 3 2 1 3
## 541 No 3 2 3 3
## 542 No 4 1 1 3
## 543 No 2 1 3 3
## 544 No 3 2 3 3
## 545 No 2 1 1 3
## 546 No 2 1 4 3
## 547 No 3 3 2 3
## 548 No 2 2 3 3
## 549 No 2 3 2 3
## 550 No 3 1 2 3
## 551 No 2 5 3 3
## 552 No 2 1 4 3
## 553 No 2 2 4 4
## 554 No 3 1 3 3
## 555 No 2 2 4 3
## 556 No 3 2 3 3
## 557 No 3 2 3 3
## 558 No 2 1 4 3
## 559 No 3 2 2 3
## 560 No 3 2 3 3
## 561 No 3 1 2 3
## 562 No 3 4 3 3
## 563 No 3 1 2 3
## 564 No 3 3 3 4
## 565 No 1 1 3 4
## 566 No 3 1 4 3
## 567 No 2 2 1 3
## 569 No 2 2 3 3
## 570 No 3 4 3 3
## 571 No 3 2 2 4
## 573 No 2 2 4 3
## 574 No 4 2 3 4
## 575 No 3 2 2 4
## 576 No 2 2 3 3
## 577 No 2 1 1 3
## 578 No 2 1 3 3
## 579 No 3 2 3 3
## 580 No 3 2 4 3
## 581 No 3 1 4 3
## 582 No 3 4 4 3
## 583 No 1 2 4 3
## 584 No 3 2 2 4
## 585 No 3 2 4 3
## 586 No 3 2 4 3
## 587 No 1 2 4 3
## 589 No 3 1 3 3
## 590 No 3 1 1 3
## 591 No 2 1 3 3
## 594 No 3 1 1 3
## 595 No 2 3 3 3
## 596 No 4 2 1 4
## 597 No 2 3 2 3
## 598 No 2 2 3 4
## 599 No 4 2 2 4
## 601 No 3 1 2 3
## 602 No 3 2 1 3
## 603 No 4 3 1 3
## 604 No 3 1 4 3
## 606 No 4 4 3 3
## 607 No 2 2 3 3
## 608 No 4 2 1 4
## 609 No 4 1 1 3
## 610 No 2 1 4 3
## 611 No 2 2 4 3
## 612 No 2 2 3 3
## 615 No 3 3 3 3
## 616 No 2 2 4 3
## 617 No 2 1 2 3
## 618 No 3 2 1 4
## 619 No 2 3 1 3
## 620 No 2 1 3 3
## 622 No 4 2 3 3
## 623 No 4 1 4 3
## 624 No 3 3 4 3
## 626 No 3 1 3 3
## 627 No 3 2 3 3
## 628 No 2 3 4 3
## 629 No 3 3 2 3
## 630 No 2 3 2 3
## 631 No 2 1 4 4
## 632 No 3 3 4 4
## 633 No 3 2 4 3
## 634 No 3 1 4 4
## 635 No 3 3 1 3
## 636 No 2 1 4 3
## 637 No 3 4 1 3
## 638 No 3 3 3 3
## 639 No 4 1 4 3
## 641 No 3 1 3 4
## 642 No 3 2 1 3
## 643 No 2 4 1 3
## 646 No 2 3 4 3
## 648 No 1 1 3 3
## 649 No 2 2 1 3
## 651 No 2 1 1 3
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## 653 No 3 3 3 3
## 654 No 3 3 3 4
## 656 No 3 2 1 3
## 657 No 2 3 2 3
## 658 No 3 4 4 4
## 659 No 2 2 2 3
## 660 No 2 2 2 3
## 661 No 3 2 4 3
## 662 No 2 1 3 3
## 663 No 3 3 4 3
## 664 No 3 1 4 4
## 665 No 3 2 3 4
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## 667 No 3 3 4 3
## 670 No 3 4 4 3
## 671 No 3 3 3 3
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## 673 No 3 2 1 3
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## 676 No 2 5 2 3
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## 678 No 3 2 3 3
## 679 No 3 2 2 3
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## 681 No 2 2 1 3
## 682 No 3 1 4 4
## 683 No 3 2 3 3
## 684 No 4 3 4 3
## 685 No 3 1 4 3
## 686 No 3 3 2 4
## 688 No 2 1 2 4
## 690 No 3 1 2 3
## 691 No 3 2 3 3
## 693 No 2 2 4 4
## 695 No 1 2 4 3
## 696 No 2 1 4 3
## 697 No 2 4 4 4
## 698 No 3 2 2 3
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## 701 No 2 1 2 3
## 702 No 3 2 3 4
## 703 No 2 3 4 3
## 705 No 3 1 3 3
## 706 No 3 2 4 3
## 707 No 3 2 4 3
## 708 No 4 1 2 3
## 709 No 2 1 3 3
## 710 No 3 4 1 3
## 711 No 3 3 1 4
## 712 No 2 4 4 3
## 713 No 4 1 2 3
## 714 No 2 3 4 3
## 715 No 2 3 1 3
## 717 No 2 2 3 3
## 718 No 3 2 3 3
## 720 No 3 3 2 3
## 721 No 3 3 3 3
## 722 No 3 2 3 3
## 723 No 3 1 1 3
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## 725 No 3 1 3 3
## 726 No 3 2 3 3
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## 728 No 3 1 3 3
## 730 No 3 1 4 3
## 731 No 3 2 2 4
## 735 No 3 1 4 3
## 736 No 4 2 3 3
## 737 No 2 4 4 3
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## 743 No 3 2 4 3
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## 758 No 3 2 3 3
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## 800 No 4 2 1 4
## 801 No 4 2 1 3
## 802 No 3 2 4 3
## 803 No 3 4 1 3
## 805 No 3 2 2 3
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## 807 No 4 2 3 3
## 808 No 3 1 4 4
## 809 No 3 1 4 3
## 810 No 3 1 2 3
## 811 No 3 2 1 3
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## 815 No 2 1 2 3
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## 825 No 3 2 3 3
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## 831 No 3 2 1 3
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## 901 No 3 1 2 3
## 902 No 3 2 3 3
## 903 No 3 2 3 3
## 904 No 3 1 4 3
## 905 No 3 4 4 3
## 906 No 3 2 2 3
## 907 No 2 3 1 3
## 908 No 3 2 4 3
## 910 No 3 1 1 3
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## 913 No 3 1 1 3
## 914 No 2 3 1 3
## 915 No 3 2 3 3
## 916 No 3 2 3 3
## 917 No 3 1 1 4
## 918 No 3 2 4 3
## 919 No 3 1 2 4
## 920 No 4 1 1 4
## 921 No 3 1 2 3
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## 925 No 3 4 3 4
## 926 No 4 1 3 3
## 927 No 4 2 4 3
## 928 No 1 3 3 3
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## 930 No 3 1 4 3
## 931 No 3 2 3 3
## 932 No 3 3 4 3
## 933 No 4 3 1 3
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## 940 No 3 1 2 3
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## 943 No 3 3 1 3
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## 948 No 3 1 4 4
## 951 No 3 1 3 4
## 952 No 3 2 1 3
## 953 No 3 2 2 3
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## 955 No 3 2 2 3
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## 958 No 3 1 3 3
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## 962 No 3 2 4 3
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## 994 No 3 2 2 3
## 995 No 3 2 4 3
## 996 No 3 2 3 3
## 997 No 3 1 3 3
## 998 No 3 4 4 3
## 999 No 3 3 4 3
## 1001 No 3 2 2 4
## 1002 No 3 2 3 3
## 1003 No 3 2 2 3
## 1004 No 3 2 4 3
## 1005 No 3 1 1 3
## 1006 No 2 2 4 3
## 1007 No 3 1 3 3
## 1008 No 3 2 4 3
## 1009 No 3 5 3 3
## 1010 No 3 2 3 4
## 1012 No 2 2 2 3
## 1013 No 2 2 2 3
## 1016 No 4 1 2 3
## 1017 No 2 1 1 3
## 1018 No 3 3 2 3
## 1019 No 3 3 4 3
## 1020 No 3 1 4 3
## 1021 No 3 2 2 3
## 1022 No 3 2 4 3
## 1023 No 3 2 4 3
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## 1025 No 2 4 1 3
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## 1031 No 3 2 2 3
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## 1035 No 3 2 3 3
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## 1038 No 3 3 2 3
## 1039 No 3 3 3 4
## 1040 No 3 2 3 3
## 1042 No 2 1 1 3
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## 1044 No 3 2 4 3
## 1045 No 3 1 3 3
## 1048 No 3 3 2 3
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## 1053 No 3 2 3 3
## 1054 No 3 1 3 3
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## 1059 No 3 2 2 3
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## 1109 No 3 2 3 3
## 1110 No 3 2 1 3
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## 1168 No 3 2 3 3
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yesAttritionTrainingDataframe
## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 28 Yes 3 2 1 3
## 29 Yes 3 3 1 3
## 37 Yes 2 3 1 3
## 38 Yes 2 2 1 3
## 47 Yes 1 2 2 3
## 49 Yes 3 1 2 3
## 57 Yes 4 1 3 3
## 60 Yes 1 1 4 3
## 61 Yes 2 3 4 3
## 65 Yes 3 1 2 3
## 73 Yes 2 2 3 3
## 75 Yes 3 3 2 3
## 81 Yes 1 2 2 3
## 88 Yes 2 1 2 4
## 92 Yes 2 3 1 3
## 93 Yes 2 1 3 3
## 109 Yes 3 2 2 4
## 127 Yes 1 1 1 4
## 137 Yes 2 1 1 3
## 139 Yes 3 1 1 4
## 151 Yes 3 2 1 3
## 158 Yes 3 4 4 3
## 162 Yes 2 3 1 3
## 166 Yes 2 1 3 3
## 177 Yes 3 5 1 3
## 178 Yes 3 1 1 3
## 201 Yes 4 4 2 3
## 204 Yes 1 1 2 3
## 207 Yes 1 2 3 3
## 208 Yes 3 2 1 3
## 222 Yes 3 2 1 3
## 233 Yes 1 4 3 3
## 236 Yes 2 3 3 3
## 244 Yes 2 1 1 3
## 254 Yes 4 1 1 3
## 261 Yes 2 1 4 3
## 262 Yes 2 1 1 3
## 263 Yes 3 1 4 3
## 268 Yes 3 1 2 3
## 279 Yes 2 2 3 3
## 287 Yes 3 1 2 4
## 298 Yes 1 2 3 4
## 299 Yes 2 1 1 4
## 300 Yes 1 1 4 3
## 305 Yes 3 1 3 4
## 313 Yes 3 1 3 3
## 332 Yes 1 3 4 3
## 333 Yes 3 1 2 3
## 336 Yes 2 2 3 4
## 339 Yes 3 2 3 3
## 358 Yes 2 1 2 3
## 362 Yes 4 1 1 3
## 363 Yes 1 5 4 3
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## 385 Yes 3 1 3 3
## 390 Yes 2 1 2 3
## 398 Yes 3 1 3 3
## 415 Yes 1 1 3 3
## 423 Yes 1 2 3 3
## 429 Yes 2 1 3 3
## 433 Yes 2 2 1 4
## 437 Yes 3 1 3 3
## 439 Yes 2 1 3 3
## 443 Yes 3 1 3 3
## 453 Yes 3 2 4 3
## 465 Yes 2 1 3 3
## 469 Yes 1 2 1 3
## 472 Yes 2 1 4 4
## 485 Yes 3 3 4 3
## 486 Yes 3 2 4 3
## 487 Yes 3 1 4 3
## 489 Yes 2 3 3 3
## 501 Yes 2 3 1 3
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## 625 Yes 2 1 1 3
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## 644 Yes 1 1 1 4
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## 650 Yes 3 1 1 3
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## 699 Yes 3 1 4 3
## 704 Yes 3 1 2 3
## 716 Yes 1 1 3 3
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## 733 Yes 2 1 2 3
## 734 Yes 4 2 3 3
## 747 Yes 2 1 1 3
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## 752 Yes 3 1 2 3
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## 781 Yes 3 1 2 4
## 788 Yes 2 2 2 3
## 796 Yes 3 1 1 3
## 798 Yes 3 1 1 3
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## 804 Yes 3 3 1 4
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## 841 Yes 3 1 3 3
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## 876 Yes 3 2 4 3
## 878 Yes 2 1 3 4
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## 886 Yes 3 2 3 3
## 893 Yes 2 3 4 3
## 897 Yes 3 3 1 4
## 909 Yes 3 1 3 3
## 923 Yes 3 2 3 3
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## 935 Yes 3 1 1 3
## 936 Yes 3 1 1 3
## 938 Yes 1 3 4 3
## 941 Yes 3 1 1 3
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## 949 Yes 3 1 3 3
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## 1100 Yes 3 2 1 3
## 1113 Yes 3 3 3 3
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## 1121 Yes 2 3 1 3
## 1126 Yes 1 1 1 4
## 1127 Yes 3 1 3 3
## 1135 Yes 3 1 1 4
## 1154 Yes 3 1 4 3
## 1157 Yes 2 1 3 3
## 1161 Yes 3 1 3 3
## 1165 Yes 2 1 3 3
## StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
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## 1014 1 11 2 1
## 1015 0 9 2 1
## 1029 0 4 3 2
## 1030 1 24 3 2
## 1036 0 1 3 2
## 1041 0 6 4 1
## 1046 2 1 3 1
## 1047 2 7 3 2
## 1049 0 8 3 2
## 1050 2 7 2 2
## 1051 1 34 3 2
## 1056 1 6 3 2
## 1064 1 3 3 2
## 1083 1 1 2 1
## 1098 1 6 2 1
## 1100 0 10 1 2
## 1113 0 15 4 2
## 1114 1 18 3 1
## 1121 1 20 3 2
## 1126 0 1 4 1
## 1127 1 6 3 1
## 1135 0 10 4 2
## 1154 0 1 2 2
## 1157 3 5 3 2
## 1161 0 6 3 2
## 1165 1 8 3 1
# for(i in 2:length(columnCombinations)){
# resultsDataframe = data.frame(sensitivity = double(), specificity = double(), kValue = integer(), combination = character())
# columnCombinationsMatrix = combn(columnCombinations, i)
# for(j in 1:ncol(columnCombinationsMatrix)){
# for(k in 1:maxKvalue){
# iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), kValue = integer(), combination = character())
# for(l in 1:iterations){
# trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
# trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
#
# classifications = knn.cv(trainingDataSet[,columnCombinationsMatrix[,j]], trainingDataSet$Attrition, k=k, prob = TRUE)
# iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(classifications, trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(classifications, trainingDataSet$Attrition))$byClass[2], k, paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
# resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), k, paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# }
# fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/SecondaryModelResults/KnnResults/Results1/Results", i, ".csv", sep="")
# write.csv(resultsDataframe, fileLocation, row.names = TRUE)
# }
#
# resultsDataframe
# iterations = 20
#
# columnCombinations = c(2,3,4,5,6,7,8,9)
#
# for(i in 2:length(columnCombinations)){
# resultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# columnCombinationsMatrix = combn(columnCombinations, i)
# for(j in 1:ncol(columnCombinationsMatrix)){
# iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# for(l in 1:iterations){
# trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
# trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
#
# model = naiveBayes(trainingDataSet[, columnCombinationsMatrix[,j]], trainingDataSet$Attrition, laplace = 1)
# iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(predict(model, trainingDataSet[, columnCombinationsMatrix[,j]]), trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(predict(model, trainingDataSet[, columnCombinationsMatrix[,j]]), trainingDataSet$Attrition))$byClass[2], paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
# resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), paste(columnCombinationsMatrix[,j], collapse = " "))
# }
# fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/SecondaryModelResults/NaiveBayesResults/Results1/Results", i, ".csv", sep="")
# write.csv(resultsDataframe, fileLocation, row.names = TRUE)
# }
#
# resultsDataframe
# iterations = 250
# trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
# columnCombinations = c(2, 4, 6, 7, 9)
#
# resultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# iterationResultsDataframe = data.frame(sensitivity = double(), specificity = double(), combination = character())
# for(l in 1:iterations){
# trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
# trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
#
# model = naiveBayes(trainingDataSet[, columnCombinations], trainingDataSet$Attrition, laplace = 1)
# iterationResultsDataframe[nrow(iterationResultsDataframe) + 1,] = c(confusionMatrix(table(predict(model, trainingDataSet[, columnCombinations]), trainingDataSet$Attrition))$byClass[1], confusionMatrix(table(predict(model, trainingDataSet[, columnCombinations]), trainingDataSet$Attrition))$byClass[2], paste(columnCombinations, collapse = " "))
# }
# # Pass the mean sensitivity/specificity from the iterationResultsDataframe into resultsDataframe
# resultsDataframe[nrow(resultsDataframe) + 1,] = c(mean(as.numeric(iterationResultsDataframe$sensitivity)), mean(as.numeric(iterationResultsDataframe$specificity)), paste(columnCombinations, collapse = " "))
#
# resultsDataframe
noAttritionDataframe
## ID Age BusinessTravel DailyRate Department
## 1 1171 35 Travel_Rarely 750 Research & Development
## 2 1172 33 Travel_Rarely 147 Human Resources
## 3 1173 26 Travel_Rarely 1330 Research & Development
## 4 1174 55 Travel_Rarely 1311 Research & Development
## 5 1175 29 Travel_Rarely 1246 Sales
## 6 1176 51 Travel_Frequently 1456 Research & Development
## 7 1177 52 Non-Travel 585 Sales
## 8 1178 39 Travel_Rarely 1387 Research & Development
## 9 1179 31 Travel_Rarely 1062 Research & Development
## 10 1180 31 Travel_Frequently 534 Research & Development
## 11 1181 40 Travel_Frequently 1469 Research & Development
## 12 1182 31 Travel_Rarely 1082 Research & Development
## 13 1183 33 Non-Travel 775 Research & Development
## 14 1184 50 Travel_Rarely 691 Research & Development
## 15 1185 33 Travel_Rarely 516 Research & Development
## 16 1186 42 Non-Travel 335 Research & Development
## 17 1187 33 Travel_Rarely 575 Research & Development
## 18 1188 29 Travel_Rarely 694 Research & Development
## 19 1189 55 Travel_Rarely 436 Sales
## 20 1190 49 Travel_Rarely 1184 Sales
## 21 1191 32 Travel_Rarely 267 Research & Development
## 22 1192 50 Travel_Rarely 1126 Research & Development
## 23 1193 54 Travel_Rarely 157 Research & Development
## 24 1194 24 Travel_Frequently 897 Human Resources
## 25 1195 45 Travel_Rarely 1038 Research & Development
## 26 1196 36 Non-Travel 635 Sales
## 27 1197 41 Non-Travel 552 Human Resources
## 28 1198 21 Travel_Rarely 1343 Sales
## 29 1199 36 Travel_Rarely 335 Sales
## 30 1200 30 Travel_Frequently 109 Research & Development
## 31 1201 35 Travel_Frequently 146 Research & Development
## 32 1202 46 Travel_Rarely 717 Research & Development
## 33 1203 39 Travel_Rarely 903 Sales
## 34 1204 35 Travel_Rarely 185 Research & Development
## 35 1205 21 Travel_Rarely 1334 Research & Development
## 36 1206 30 Travel_Rarely 1358 Sales
## 37 1207 42 Travel_Frequently 555 Sales
## 38 1208 45 Travel_Frequently 1297 Research & Development
## 39 1209 39 Travel_Frequently 672 Research & Development
## 40 1210 48 Travel_Rarely 715 Research & Development
## 41 1211 38 Travel_Rarely 364 Research & Development
## 42 1212 21 Travel_Rarely 546 Research & Development
## 43 1213 55 Travel_Rarely 836 Research & Development
## 44 1214 59 Travel_Rarely 1429 Research & Development
## 45 1215 58 Travel_Rarely 1145 Research & Development
## 46 1216 49 Travel_Frequently 1064 Research & Development
## 47 1217 52 Travel_Rarely 1490 Research & Development
## 48 1218 37 Travel_Rarely 589 Sales
## 49 1219 37 Non-Travel 1413 Research & Development
## 50 1220 26 Travel_Frequently 921 Research & Development
## 51 1221 52 Travel_Rarely 621 Sales
## 52 1222 33 Travel_Frequently 1392 Research & Development
## 53 1223 32 Non-Travel 300 Research & Development
## 54 1224 51 Travel_Rarely 1178 Sales
## 55 1225 39 Travel_Rarely 1329 Sales
## 56 1226 39 Travel_Frequently 1218 Research & Development
## 57 1227 33 Travel_Rarely 527 Research & Development
## 58 1228 30 Non-Travel 1400 Research & Development
## 59 1229 30 Travel_Rarely 979 Sales
## 60 1230 44 Travel_Rarely 986 Research & Development
## 61 1231 40 Travel_Rarely 1398 Sales
## 62 1232 31 Travel_Rarely 741 Research & Development
## 63 1233 20 Travel_Rarely 1097 Research & Development
## 64 1234 42 Travel_Frequently 481 Sales
## 65 1235 32 Travel_Rarely 495 Research & Development
## 66 1236 33 Travel_Rarely 118 Sales
## 67 1237 53 Travel_Rarely 102 Research & Development
## 68 1238 33 Travel_Frequently 1111 Sales
## 69 1239 24 Travel_Frequently 535 Sales
## 70 1240 42 Travel_Rarely 603 Research & Development
## 71 1241 35 Travel_Rarely 755 Research & Development
## 72 1242 44 Travel_Rarely 200 Research & Development
## 73 1243 54 Travel_Rarely 376 Research & Development
## 74 1244 37 Travel_Rarely 783 Research & Development
## 75 1245 43 Travel_Frequently 422 Research & Development
## 76 1246 28 Travel_Rarely 640 Research & Development
## 77 1247 57 Travel_Rarely 593 Research & Development
## 78 1248 30 Travel_Frequently 1312 Research & Development
## 79 1249 36 Travel_Frequently 469 Research & Development
## 80 1250 36 Travel_Rarely 1041 Human Resources
## 81 1251 34 Travel_Rarely 285 Research & Development
## 82 1252 34 Travel_Rarely 216 Sales
## 83 1253 41 Travel_Rarely 1411 Research & Development
## 84 1254 34 Travel_Frequently 648 Human Resources
## 85 1255 55 Travel_Rarely 147 Research & Development
## 86 1256 52 Travel_Frequently 322 Research & Development
## 87 1257 34 Travel_Rarely 419 Research & Development
## 88 1258 52 Non-Travel 771 Sales
## 89 1259 49 Travel_Rarely 1261 Research & Development
## 90 1260 26 Travel_Rarely 1146 Sales
## 91 1261 44 Travel_Rarely 921 Research & Development
## 92 1262 39 Non-Travel 792 Research & Development
## 93 1263 27 Travel_Rarely 1054 Research & Development
## 94 1264 50 Travel_Frequently 1115 Research & Development
## 95 1265 40 Travel_Rarely 118 Sales
## 96 1266 39 Travel_Frequently 766 Sales
## 97 1267 60 Travel_Rarely 370 Research & Development
## 98 1268 39 Travel_Rarely 867 Research & Development
## 99 1269 29 Travel_Rarely 992 Research & Development
## 100 1270 31 Travel_Rarely 202 Research & Development
## 101 1271 41 Travel_Rarely 896 Sales
## 102 1272 30 Non-Travel 829 Research & Development
## 103 1273 25 Travel_Rarely 1219 Research & Development
## 104 1274 53 Travel_Rarely 1070 Research & Development
## 105 1275 30 Travel_Frequently 448 Sales
## 106 1276 26 Travel_Rarely 1066 Research & Development
## 107 1277 36 Travel_Frequently 1302 Research & Development
## 108 1278 31 Travel_Rarely 1079 Sales
## 109 1279 37 Travel_Rarely 807 Human Resources
## 110 1280 54 Non-Travel 142 Human Resources
## 111 1281 35 Travel_Frequently 662 Sales
## 112 1282 35 Travel_Rarely 1296 Research & Development
## 113 1283 37 Travel_Rarely 367 Research & Development
## 114 1284 38 Travel_Rarely 1084 Research & Development
## 115 1285 58 Travel_Rarely 605 Sales
## 116 1286 43 Travel_Frequently 775 Sales
## 117 1287 30 Travel_Rarely 1465 Research & Development
## 118 1288 29 Travel_Rarely 121 Sales
## 119 1289 24 Non-Travel 1092 Research & Development
## 120 1290 58 Travel_Rarely 682 Sales
## 121 1291 38 Travel_Rarely 1321 Sales
## 122 1292 52 Travel_Rarely 319 Research & Development
## 123 1293 50 Travel_Rarely 264 Sales
## 124 1294 36 Travel_Frequently 884 Research & Development
## 125 1295 36 Travel_Frequently 607 Sales
## 126 1296 53 Travel_Rarely 868 Sales
## 127 1297 29 Travel_Rarely 1396 Sales
## 128 1298 50 Travel_Rarely 1099 Research & Development
## 129 1299 54 Travel_Rarely 821 Research & Development
## 130 1300 36 Non-Travel 894 Research & Development
## 131 1301 56 Travel_Rarely 310 Research & Development
## 132 1302 44 Travel_Rarely 136 Research & Development
## 133 1303 49 Travel_Rarely 1091 Research & Development
## 134 1304 32 Travel_Rarely 414 Sales
## 135 1305 55 Travel_Rarely 111 Sales
## 136 1306 35 Travel_Rarely 1315 Research & Development
## 137 1307 36 Travel_Rarely 1425 Research & Development
## 138 1308 42 Travel_Rarely 1210 Research & Development
## 139 1309 27 Non-Travel 1277 Research & Development
## 140 1310 46 Non-Travel 849 Sales
## 141 1311 45 Travel_Rarely 194 Research & Development
## 142 1312 42 Travel_Frequently 570 Research & Development
## 143 1313 40 Travel_Rarely 448 Research & Development
## 144 1314 32 Travel_Rarely 120 Research & Development
## 145 1315 45 Travel_Rarely 538 Research & Development
## 146 1316 41 Travel_Frequently 143 Sales
## 147 1317 42 Travel_Rarely 188 Research & Development
## 148 1318 31 Travel_Frequently 667 Sales
## 149 1319 28 Travel_Rarely 1117 Research & Development
## 150 1320 55 Travel_Rarely 685 Sales
## 151 1321 33 Travel_Rarely 832 Research & Development
## 152 1322 53 Travel_Rarely 346 Research & Development
## 153 1323 40 Travel_Frequently 530 Research & Development
## 154 1324 30 Travel_Rarely 1092 Research & Development
## 155 1325 40 Travel_Rarely 804 Research & Development
## 156 1326 31 Travel_Rarely 329 Research & Development
## 157 1327 34 Non-Travel 999 Research & Development
## 158 1328 40 Travel_Rarely 299 Sales
## 159 1329 21 Travel_Rarely 391 Research & Development
## 160 1330 35 Non-Travel 1097 Research & Development
## 161 1331 40 Travel_Rarely 369 Research & Development
## 162 1332 28 Travel_Rarely 1083 Research & Development
## 163 1333 34 Travel_Rarely 699 Research & Development
## 164 1334 29 Travel_Rarely 806 Research & Development
## 165 1335 42 Travel_Rarely 1265 Research & Development
## 166 1336 29 Travel_Rarely 1283 Research & Development
## 167 1337 51 Travel_Frequently 237 Sales
## 168 1338 27 Non-Travel 210 Sales
## 169 1339 50 Travel_Rarely 1207 Research & Development
## 170 1340 35 Travel_Rarely 195 Sales
## 171 1341 25 Travel_Rarely 180 Research & Development
## 172 1342 44 Travel_Rarely 935 Research & Development
## 173 1343 27 Travel_Rarely 975 Research & Development
## 174 1344 38 Travel_Rarely 1380 Research & Development
## 175 1345 27 Travel_Rarely 1469 Research & Development
## 176 1346 49 Travel_Frequently 279 Research & Development
## 177 1347 49 Travel_Rarely 1418 Research & Development
## 178 1348 35 Travel_Rarely 1349 Research & Development
## 179 1349 44 Travel_Rarely 1315 Research & Development
## 180 1350 44 Travel_Rarely 1448 Sales
## 181 1351 26 Travel_Frequently 575 Research & Development
## 182 1352 43 Travel_Rarely 1273 Research & Development
## 183 1353 50 Travel_Rarely 328 Research & Development
## 184 1354 41 Travel_Rarely 930 Sales
## 185 1355 43 Travel_Rarely 982 Research & Development
## 186 1356 53 Travel_Rarely 238 Sales
## 187 1357 45 Travel_Rarely 1005 Research & Development
## 188 1358 20 Travel_Rarely 805 Research & Development
## 189 1359 54 Travel_Frequently 966 Research & Development
## 190 1360 39 Travel_Rarely 524 Research & Development
## 191 1361 30 Travel_Rarely 1334 Sales
## 192 1362 39 Travel_Rarely 170 Research & Development
## 193 1363 35 Travel_Rarely 819 Research & Development
## 194 1364 38 Travel_Frequently 1186 Research & Development
## 195 1365 25 Travel_Rarely 622 Sales
## 196 1366 29 Travel_Rarely 738 Research & Development
## 197 1367 34 Travel_Frequently 988 Human Resources
## 198 1368 31 Non-Travel 979 Research & Development
## 199 1369 51 Travel_Rarely 770 Human Resources
## 200 1370 54 Travel_Rarely 155 Research & Development
## 201 1371 41 Travel_Frequently 840 Research & Development
## 202 1372 28 Travel_Rarely 1181 Research & Development
## 203 1373 39 Travel_Rarely 1431 Research & Development
## 204 1374 36 Travel_Rarely 363 Research & Development
## 205 1375 53 Non-Travel 661 Research & Development
## 206 1376 31 Travel_Rarely 140 Research & Development
## 207 1377 28 Travel_Rarely 304 Sales
## 208 1378 33 Non-Travel 1283 Sales
## 209 1379 38 Travel_Rarely 437 Sales
## 210 1380 50 Travel_Rarely 854 Sales
## 211 1381 26 Travel_Frequently 575 Research & Development
## 212 1382 45 Travel_Rarely 549 Research & Development
## 213 1383 38 Travel_Frequently 240 Research & Development
## 214 1384 32 Travel_Rarely 638 Research & Development
## 215 1385 42 Travel_Rarely 201 Research & Development
## 216 1386 34 Travel_Rarely 1440 Sales
## 217 1387 29 Travel_Rarely 598 Research & Development
## 218 1388 31 Travel_Rarely 330 Research & Development
## 219 1389 23 Travel_Rarely 1309 Research & Development
## 220 1390 36 Non-Travel 217 Research & Development
## 221 1391 30 Travel_Rarely 570 Sales
## 222 1392 29 Travel_Rarely 1090 Sales
## 223 1393 42 Travel_Rarely 532 Research & Development
## 224 1394 51 Travel_Rarely 684 Research & Development
## 225 1395 22 Travel_Rarely 1230 Research & Development
## 226 1396 35 Travel_Rarely 1276 Research & Development
## 227 1397 35 Travel_Frequently 482 Research & Development
## 228 1398 35 Travel_Frequently 1199 Research & Development
## 229 1399 40 Travel_Rarely 1124 Sales
## 230 1400 37 Travel_Rarely 1107 Research & Development
## 231 1401 35 Travel_Rarely 104 Research & Development
## 232 1402 25 Travel_Rarely 141 Sales
## 233 1403 44 Travel_Rarely 1199 Research & Development
## 234 1404 35 Travel_Rarely 144 Research & Development
## 235 1405 31 Travel_Frequently 754 Sales
## 236 1406 35 Travel_Rarely 1258 Research & Development
## 237 1407 33 Travel_Rarely 924 Research & Development
## 238 1408 29 Travel_Rarely 441 Research & Development
## 239 1409 55 Travel_Rarely 452 Research & Development
## 240 1410 55 Travel_Rarely 1117 Sales
## 241 1411 22 Travel_Rarely 581 Research & Development
## 242 1412 32 Non-Travel 953 Research & Development
## 243 1413 50 Travel_Rarely 1464 Research & Development
## 244 1414 36 Travel_Rarely 1174 Sales
## 245 1415 40 Travel_Frequently 1395 Research & Development
## 246 1416 33 Travel_Frequently 827 Research & Development
## 247 1417 31 Travel_Frequently 523 Research & Development
## 248 1418 26 Travel_Rarely 991 Research & Development
## 249 1419 31 Travel_Frequently 1445 Research & Development
## 250 1420 35 Travel_Rarely 735 Research & Development
## 251 1421 33 Travel_Rarely 1017 Research & Development
## 252 1422 41 Non-Travel 247 Research & Development
## 253 1423 41 Travel_Rarely 427 Human Resources
## 254 1424 27 Non-Travel 443 Research & Development
## 255 1425 46 Travel_Rarely 406 Sales
## 256 1426 50 Travel_Rarely 1046 Research & Development
## 257 1427 45 Travel_Frequently 1199 Research & Development
## 258 1428 30 Non-Travel 879 Research & Development
## 259 1429 26 Travel_Rarely 950 Sales
## 260 1430 40 Travel_Rarely 1137 Research & Development
## 261 1431 55 Travel_Rarely 1136 Research & Development
## 262 1432 31 Non-Travel 587 Sales
## 263 1433 33 Non-Travel 722 Sales
## 264 1434 50 Travel_Frequently 878 Sales
## 265 1435 24 Non-Travel 673 Research & Development
## 266 1436 45 Travel_Rarely 950 Research & Development
## 267 1437 53 Travel_Rarely 1395 Research & Development
## 268 1438 31 Travel_Rarely 525 Sales
## 269 1439 39 Non-Travel 592 Research & Development
## 270 1440 35 Travel_Rarely 583 Research & Development
## 271 1441 38 Travel_Rarely 723 Sales
## 272 1442 23 Travel_Rarely 1243 Research & Development
## 273 1443 31 Non-Travel 325 Research & Development
## 274 1444 21 Travel_Rarely 156 Sales
## 275 1445 19 Travel_Rarely 489 Human Resources
## 276 1446 29 Travel_Rarely 592 Research & Development
## 277 1447 26 Travel_Frequently 1283 Sales
## 278 1448 43 Travel_Rarely 574 Research & Development
## 279 1449 32 Travel_Rarely 371 Sales
## 280 1450 22 Travel_Rarely 534 Research & Development
## 281 1451 28 Travel_Rarely 1404 Research & Development
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## 283 1453 54 Travel_Rarely 1082 Sales
## 284 1454 56 Travel_Frequently 1240 Research & Development
## 285 1455 29 Travel_Frequently 115 Sales
## 286 1456 23 Travel_Rarely 1320 Research & Development
## 287 1457 41 Travel_Rarely 1085 Research & Development
## 288 1458 27 Travel_Rarely 1220 Research & Development
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## 290 1460 22 Travel_Rarely 604 Research & Development
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## 294 1464 49 Travel_Frequently 1023 Sales
## 295 1465 26 Travel_Rarely 474 Research & Development
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## 298 1468 26 Travel_Rarely 1357 Research & Development
## 299 1469 45 Travel_Rarely 252 Research & Development
## 300 1470 47 Travel_Rarely 249 Sales
## DistanceFromHome Education EducationField EmployeeCount EmployeeNumber
## 1 28 3 Life Sciences 1 1596
## 2 2 3 Human Resources 1 1207
## 3 21 3 Medical 1 1107
## 4 2 3 Life Sciences 1 505
## 5 19 3 Life Sciences 1 1497
## 6 1 4 Medical 1 145
## 7 29 4 Life Sciences 1 2019
## 8 10 5 Medical 1 1618
## 9 24 3 Medical 1 1252
## 10 20 3 Life Sciences 1 587
## 11 9 4 Medical 1 964
## 12 1 4 Medical 1 95
## 13 4 3 Technical Degree 1 1771
## 14 2 3 Medical 1 815
## 15 8 5 Life Sciences 1 1515
## 16 23 2 Life Sciences 1 1976
## 17 25 3 Life Sciences 1 1545
## 18 1 3 Life Sciences 1 1264
## 19 2 1 Medical 1 842
## 20 11 3 Marketing 1 840
## 21 29 4 Life Sciences 1 2010
## 22 1 2 Medical 1 997
## 23 10 3 Medical 1 1980
## 24 10 3 Medical 1 1746
## 25 20 3 Medical 1 1460
## 26 10 4 Medical 1 592
## 27 4 3 Human Resources 1 1722
## 28 22 1 Technical Degree 1 669
## 29 17 2 Marketing 1 1908
## 30 5 3 Medical 1 1017
## 31 2 4 Medical 1 1704
## 32 13 4 Life Sciences 1 1727
## 33 2 5 Life Sciences 1 985
## 34 23 4 Medical 1 1826
## 35 10 3 Life Sciences 1 1079
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## 37 26 3 Marketing 1 404
## 38 1 4 Medical 1 1922
## 39 7 2 Medical 1 444
## 40 1 3 Life Sciences 1 1263
## 41 3 5 Technical Degree 1 193
## 42 5 1 Medical 1 1623
## 43 8 3 Medical 1 84
## 44 18 4 Medical 1 1283
## 45 9 3 Medical 1 214
## 46 2 1 Life Sciences 1 1941
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## 48 9 2 Marketing 1 1787
## 49 5 2 Technical Degree 1 1440
## 50 1 1 Medical 1 1068
## 51 3 4 Marketing 1 776
## 52 3 4 Life Sciences 1 5
## 53 1 3 Life Sciences 1 882
## 54 14 2 Life Sciences 1 500
## 55 4 4 Life Sciences 1 182
## 56 1 1 Life Sciences 1 531
## 57 1 4 Other 1 780
## 58 3 3 Life Sciences 1 562
## 59 15 2 Marketing 1 1754
## 60 8 4 Life Sciences 1 874
## 61 2 4 Life Sciences 1 558
## 62 2 4 Life Sciences 1 1721
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## 65 10 3 Medical 1 1516
## 66 16 3 Marketing 1 819
## 67 23 4 Life Sciences 1 901
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## 69 24 3 Medical 1 632
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## 73 19 4 Medical 1 799
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## 75 1 3 Life Sciences 1 902
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## 78 2 4 Technical Degree 1 1745
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## 80 13 3 Human Resources 1 829
## 81 29 3 Medical 1 1377
## 82 1 4 Marketing 1 1047
## 83 19 2 Life Sciences 1 334
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## 109 6 4 Human Resources 1 133
## 110 26 3 Human Resources 1 148
## 111 18 4 Marketing 1 1380
## 112 5 4 Technical Degree 1 464
## 113 25 2 Medical 1 1161
## 114 29 3 Technical Degree 1 273
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## 118 27 3 Marketing 1 283
## 119 9 3 Life Sciences 1 812
## 120 10 4 Medical 1 131
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## 122 3 3 Medical 1 543
## 123 9 3 Marketing 1 1591
## 124 23 2 Medical 1 2061
## 125 7 3 Marketing 1 1362
## 126 8 3 Marketing 1 897
## 127 10 3 Life Sciences 1 749
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## 129 5 2 Medical 1 522
## 130 1 4 Medical 1 1662
## 131 7 2 Technical Degree 1 2032
## 132 28 3 Life Sciences 1 1523
## 133 1 2 Technical Degree 1 431
## 134 2 4 Marketing 1 1862
## 135 1 2 Life Sciences 1 106
## 136 22 3 Life Sciences 1 381
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## 138 2 3 Medical 1 1542
## 139 8 5 Life Sciences 1 1094
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## 141 9 3 Life Sciences 1 206
## 142 8 3 Life Sciences 1 809
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## 144 6 5 Life Sciences 1 231
## 145 1 4 Technical Degree 1 1553
## 146 4 3 Marketing 1 488
## 147 29 3 Medical 1 1148
## 148 1 4 Life Sciences 1 1427
## 149 8 2 Life Sciences 1 395
## 150 26 5 Marketing 1 1578
## 151 5 4 Life Sciences 1 338
## 152 6 3 Life Sciences 1 769
## 153 1 4 Life Sciences 1 119
## 154 10 3 Medical 1 1816
## 155 2 1 Medical 1 763
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## 157 26 1 Technical Degree 1 1374
## 158 25 4 Marketing 1 1318
## 159 15 2 Life Sciences 1 30
## 160 11 2 Medical 1 70
## 161 8 2 Life Sciences 1 1724
## 162 29 1 Life Sciences 1 1514
## 163 6 1 Medical 1 31
## 164 7 3 Technical Degree 1 1299
## 165 3 3 Life Sciences 1 894
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## 169 28 1 Medical 1 716
## 170 1 3 Medical 1 620
## 171 2 1 Medical 1 854
## 172 3 3 Life Sciences 1 1333
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## MonthlyRate NumCompaniesWorked Over18 OverTime PercentSalaryHike
## 1 25348 1 Y No 17
## 2 8429 1 Y No 13
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## 8 3835 2 Y No 13
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## 14 6881 5 Y No 16
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## 33 2560 0 Y No 18
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## 300 17783 0 Y Yes 22
## PerformanceRating RelationshipSatisfaction StandardHours StockOptionLevel
## 1 3 4 80 2
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## TotalWorkingYears TrainingTimesLastYear WorkLifeBalance YearsAtCompany
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## 3 1 0 2 1
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## YearsInCurrentRole YearsSinceLastPromotion YearsWithCurrManager
## 1 9 6 8
## 2 4 1 4
## 3 1 0 0
## 4 4 1 2
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## 157 4 0 0
## 158 4 1 0
## 159 0 0 0
## 160 0 2 3
## 161 0 0 0
## 162 6 1 7
## 163 2 1 3
## 164 7 7 7
## 165 3 1 3
## 166 2 1 2
## 167 10 11 10
## 168 4 1 4
## 169 8 3 8
## 170 4 0 3
## 171 3 0 1
## 172 2 1 2
## 173 6 0 7
## 174 2 2 1
## 175 2 0 4
## 176 7 1 7
## 177 2 0 2
## 178 0 0 1
## 179 2 0 1
## 180 11 11 11
## 181 2 2 0
## 182 3 1 4
## 183 2 0 2
## 184 4 0 4
## 185 10 3 9
## 186 7 8 10
## 187 6 8 6
## 188 2 1 2
## 189 4 1 4
## 190 7 1 7
## 191 8 2 7
## 192 8 0 7
## 193 15 1 10
## 194 2 2 2
## 195 4 0 6
## 196 2 2 2
## 197 2 0 2
## 198 4 1 4
## 199 9 0 10
## 200 3 2 3
## 201 16 0 11
## 202 3 0 3
## 203 2 1 2
## 204 7 7 7
## 205 2 0 2
## 206 2 0 2
## 207 5 0 7
## 208 7 1 7
## 209 2 1 2
## 210 0 0 6
## 211 4 0 4
## 212 9 9 8
## 213 7 4 12
## 214 3 1 3
## 215 2 1 2
## 216 10 5 7
## 217 0 0 0
## 218 2 6 7
## 219 2 0 2
## 220 9 0 9
## 221 9 1 2
## 222 2 2 2
## 223 17 11 15
## 224 18 15 15
## 225 2 2 2
## 226 7 0 0
## 227 6 1 1
## 228 2 0 2
## 229 3 0 2
## 230 7 12 17
## 231 0 0 0
## 232 3 0 3
## 233 9 14 13
## 234 4 4 3
## 235 7 0 8
## 236 2 2 2
## 237 1 0 0
## 238 7 0 7
## 239 10 4 13
## 240 9 7 7
## 241 2 1 2
## 242 7 0 7
## 243 1 7 7
## 244 4 0 1
## 245 7 2 13
## 246 5 1 2
## 247 2 2 2
## 248 2 0 2
## 249 8 4 7
## 250 2 2 2
## 251 2 2 2
## 252 16 5 10
## 253 6 12 6
## 254 0 0 0
## 255 9 4 9
## 256 3 1 3
## 257 2 0 2
## 258 4 1 7
## 259 7 7 4
## 260 7 11 16
## 261 7 0 0
## 262 8 9 6
## 263 8 6 0
## 264 3 0 1
## 265 2 1 3
## 266 4 0 3
## 267 3 1 2
## 268 7 5 7
## 269 0 0 0
## 270 10 10 1
## 271 2 0 3
## 272 0 0 0
## 273 4 1 7
## 274 0 0 0
## 275 0 0 0
## 276 2 1 2
## 277 7 0 7
## 278 9 0 9
## 279 3 0 2
## 280 0 0 0
## 281 1 0 3
## 282 7 2 8
## 283 4 7 0
## 284 4 0 3
## 285 3 0 0
## 286 4 1 2
## 287 7 1 0
## 288 3 1 2
## 289 0 0 0
## 290 2 2 2
## 291 2 2 3
## 292 3 4 3
## 293 4 1 1
## 294 6 0 8
## 295 0 0 0
## 296 8 3 9
## 297 8 5 7
## 298 0 0 1
## 299 0 1 7
## 300 6 7 7
noAttritionDataframe$BusinessTravelNumeric <- as.numeric(factor(noAttritionDataframe$BusinessTravel,
levels = c("Travel_Frequently", "Travel_Rarely", "Non-Travel"),
labels = c(2,1,0), ordered = TRUE))
columnsForModelSelection = c("ID","JobInvolvement", "JobSatisfaction", "StockOptionLevel", "TotalWorkingYears")
noAttritionDataframe = noAttritionDataframe[,columnsForModelSelection]
noAttritionDataframe
## ID JobInvolvement JobSatisfaction StockOptionLevel TotalWorkingYears
## 1 1171 4 3 2 10
## 2 1172 3 3 1 5
## 3 1173 3 3 1 1
## 4 1174 3 4 0 30
## 5 1175 2 3 2 10
## 6 1176 2 1 0 23
## 7 1177 3 4 2 16
## 8 1178 3 1 3 10
## 9 1179 2 1 0 10
## 10 1180 3 3 0 12
## 11 1181 3 2 1 3
## 12 1182 3 2 0 1
## 13 1183 3 2 2 11
## 14 1184 3 3 0 30
## 15 1185 3 3 0 14
## 16 1186 2 3 0 20
## 17 1187 2 2 0 5
## 18 1188 2 4 2 9
## 19 1189 3 4 0 12
## 20 1190 3 4 2 9
## 21 1191 2 2 0 6
## 22 1192 3 4 1 32
## 23 1193 3 1 0 9
## 24 1194 3 4 1 3
## 25 1195 1 1 1 24
## 26 1196 3 4 0 10
## 27 1197 1 2 1 10
## 28 1198 3 3 0 3
## 29 1199 2 2 2 12
## 30 1200 3 2 0 4
## 31 1201 2 4 0 6
## 32 1202 3 2 0 19
## 33 1203 4 3 0 9
## 34 1204 1 3 1 6
## 35 1205 2 1 0 1
## 36 1206 3 3 2 4
## 37 1207 3 2 1 23
## 38 1208 3 3 0 12
## 39 1209 2 4 1 21
## 40 1210 2 4 0 25
## 41 1211 3 3 0 19
## 42 1212 3 4 0 3
## 43 1213 3 3 3 21
## 44 1214 3 4 0 25
## 45 1215 2 2 1 9
## 46 1216 3 4 0 28
## 47 1217 3 4 0 31
## 48 1218 2 2 2 5
## 49 1219 4 3 0 7
## 50 1220 2 3 2 5
## 51 1221 2 1 0 34
## 52 1222 3 3 0 8
## 53 1223 3 4 1 4
## 54 1224 3 4 1 18
## 55 1225 2 3 1 17
## 56 1226 3 3 1 21
## 57 1227 3 4 0 10
## 58 1228 3 4 1 9
## 59 1229 2 1 1 12
## 60 1230 4 4 1 10
## 61 1231 3 3 0 21
## 62 1232 3 3 1 6
## 63 1233 2 1 0 1
## 64 1234 3 1 0 22
## 65 1235 3 4 0 10
## 66 1236 3 1 0 6
## 67 1237 3 4 0 33
## 68 1238 3 4 0 8
## 69 1239 3 4 2 3
## 70 1240 4 2 0 18
## 71 1241 2 2 0 10
## 72 1242 3 4 0 20
## 73 1243 3 1 2 9
## 74 1244 3 1 1 16
## 75 1245 3 4 1 12
## 76 1246 3 1 0 5
## 77 1247 3 3 0 15
## 78 1248 2 1 0 10
## 79 1249 3 2 0 12
## 80 1250 3 2 1 8
## 81 1251 3 3 2 10
## 82 1252 4 4 1 16
## 83 1253 3 1 2 17
## 84 1254 2 2 2 14
## 85 1255 3 4 1 12
## 86 1256 4 3 1 24
## 87 1257 3 2 0 13
## 88 1258 2 3 0 33
## 89 1259 2 3 0 26
## 90 1260 2 1 0 6
## 91 1261 4 4 1 9
## 92 1262 3 4 1 9
## 93 1263 3 4 0 6
## 94 1264 3 2 0 28
## 95 1265 3 1 1 5
## 96 1266 3 4 1 7
## 97 1267 1 4 1 19
## 98 1268 3 1 1 10
## 99 1269 3 3 0 7
## 100 1270 2 2 0 1
## 101 1271 3 4 0 16
## 102 1272 2 3 0 12
## 103 1273 3 4 1 7
## 104 1274 3 3 3 21
## 105 1275 2 1 1 1
## 106 1276 4 4 0 8
## 107 1277 4 1 1 9
## 108 1278 3 4 1 8
## 109 1279 3 1 0 7
## 110 1280 4 4 0 23
## 111 1281 3 3 1 5
## 112 1282 3 2 0 17
## 113 1283 2 4 2 9
## 114 1284 3 4 1 9
## 115 1285 3 4 1 29
## 116 1286 2 4 1 7
## 117 1287 3 2 1 12
## 118 1288 3 4 3 10
## 119 1289 2 2 3 1
## 120 1290 3 3 0 38
## 121 1291 3 2 2 16
## 122 1292 2 3 0 28
## 123 1293 3 3 1 27
## 124 1294 4 4 1 17
## 125 1295 4 1 1 17
## 126 1296 3 4 1 28
## 127 1297 3 3 0 1
## 128 1298 2 3 1 28
## 129 1299 3 1 1 24
## 130 1300 2 3 0 4
## 131 1301 3 3 1 14
## 132 1302 3 1 1 24
## 133 1303 2 3 0 25
## 134 1304 2 2 0 7
## 135 1305 3 4 1 24
## 136 1306 4 2 1 10
## 137 1307 3 4 1 17
## 138 1308 2 2 1 4
## 139 1309 1 3 3 3
## 140 1310 2 2 0 6
## 141 1311 3 2 1 20
## 142 1312 3 4 1 24
## 143 1313 3 4 0 18
## 144 1314 3 3 0 8
## 145 1315 3 2 3 10
## 146 1316 3 2 0 8
## 147 1317 1 4 0 16
## 148 1318 1 3 0 1
## 149 1319 3 4 0 5
## 150 1320 2 4 1 36
## 151 1321 2 4 1 2
## 152 1322 3 4 0 19
## 153 1323 2 2 1 22
## 154 1324 3 3 0 9
## 155 1325 2 4 0 5
## 156 1326 2 1 1 4
## 157 1327 2 3 3 5
## 158 1328 2 2 0 9
## 159 1329 3 4 0 0
## 160 1330 2 1 1 10
## 161 1331 3 1 1 18
## 162 1332 1 2 2 8
## 163 1333 3 1 0 8
## 164 1334 3 3 2 10
## 165 1335 4 4 1 17
## 166 1336 3 4 0 6
## 167 1337 3 2 1 31
## 168 1338 3 2 1 6
## 169 1339 4 3 3 20
## 170 1340 3 3 0 5
## 171 1341 4 1 0 6
## 172 1342 3 1 0 10
## 173 1343 2 1 0 9
## 174 1344 3 4 0 2
## 175 1345 3 2 1 5
## 176 1346 2 2 1 10
## 177 1347 3 1 1 7
## 178 1348 2 4 1 1
## 179 1349 3 4 1 26
## 180 1350 4 4 1 23
## 181 1351 1 4 1 5
## 182 1352 4 3 2 6
## 183 1353 2 3 1 5
## 184 1354 2 2 1 14
## 185 1355 2 2 1 25
## 186 1356 3 1 0 18
## 187 1357 2 2 0 21
## 188 1358 2 3 0 2
## 189 1359 3 3 1 33
## 190 1360 3 3 0 9
## 191 1361 2 2 3 11
## 192 1362 2 3 1 11
## 193 1363 4 1 0 16
## 194 1364 3 3 1 8
## 195 1365 3 3 0 7
## 196 1366 2 4 0 4
## 197 1367 3 1 3 11
## 198 1368 1 3 1 6
## 199 1369 3 2 1 33
## 200 1370 3 3 2 9
## 201 1371 3 3 1 21
## 202 1372 3 4 1 5
## 203 1373 3 3 3 7
## 204 1374 1 1 1 17
## 205 1375 2 3 3 27
## 206 1376 3 4 1 7
## 207 1377 3 4 0 7
## 208 1378 3 2 0 13
## 209 1379 3 2 0 8
## 210 1380 3 4 1 32
## 211 1381 3 1 0 7
## 212 1382 3 4 2 12
## 213 1383 4 1 0 17
## 214 1384 4 3 1 9
## 215 1385 3 1 1 8
## 216 1386 3 3 1 12
## 217 1387 4 3 2 5
## 218 1388 3 3 2 10
## 219 1389 3 4 2 4
## 220 1390 3 4 0 18
## 221 1391 2 3 3 10
## 222 1392 3 2 2 2
## 223 1393 3 4 0 22
## 224 1394 3 3 0 23
## 225 1395 2 4 2 4
## 226 1396 3 3 0 10
## 227 1397 3 3 0 9
## 228 1398 3 3 2 10
## 229 1399 1 4 3 6
## 230 1400 3 1 1 18
## 231 1401 3 1 1 1
## 232 1402 3 1 0 5
## 233 1403 4 1 2 26
## 234 1404 1 3 0 6
## 235 1405 3 4 0 10
## 236 1406 4 3 0 7
## 237 1407 3 4 0 7
## 238 1408 1 1 1 9
## 239 1409 3 1 0 37
## 240 1410 3 2 0 37
## 241 1411 3 3 0 4
## 242 1412 3 2 0 12
## 243 1413 3 3 1 29
## 244 1414 3 2 0 15
## 245 1415 3 2 1 20
## 246 1416 4 2 1 6
## 247 1417 3 4 1 7
## 248 1418 3 4 1 3
## 249 1419 4 2 0 10
## 250 1420 3 3 0 4
## 251 1421 2 2 0 5
## 252 1422 1 3 2 21
## 253 1423 2 4 3 23
## 254 1424 3 4 3 0
## 255 1425 3 3 1 23
## 256 1426 2 4 0 20
## 257 1427 4 3 1 9
## 258 1428 3 3 0 10
## 259 1429 2 4 0 8
## 260 1430 3 1 1 22
## 261 1431 4 4 2 31
## 262 1432 3 3 1 10
## 263 1433 3 3 0 10
## 264 1434 3 3 2 12
## 265 1435 4 3 1 5
## 266 1436 3 4 1 8
## 267 1437 4 4 0 11
## 268 1438 4 4 2 13
## 269 1439 2 1 0 11
## 270 1440 3 3 1 16
## 271 1441 1 4 2 20
## 272 1442 4 1 2 1
## 273 1443 3 1 0 10
## 274 1444 4 2 0 1
## 275 1445 2 4 0 1
## 276 1446 3 1 0 11
## 277 1447 2 1 0 7
## 278 1448 3 3 1 10
## 279 1449 1 3 1 10
## 280 1450 3 4 0 1
## 281 1451 2 4 1 6
## 282 1452 1 4 1 10
## 283 1453 2 3 1 13
## 284 1454 3 3 1 18
## 285 1455 3 2 0 7
## 286 1456 2 3 0 5
## 287 1457 1 4 1 10
## 288 1458 3 2 0 4
## 289 1459 3 3 1 19
## 290 1460 3 3 0 3
## 291 1461 3 2 0 10
## 292 1462 3 1 2 6
## 293 1463 2 2 1 6
## 294 1464 2 2 0 17
## 295 1465 3 4 0 1
## 296 1466 3 3 0 16
## 297 1467 3 3 0 12
## 298 1468 1 3 0 1
## 299 1469 4 4 1 25
## 300 1470 3 4 1 8
trainingPercent = nrow(yesAttritionTrainingDataframe) / nrow(noAttritionTrainingDataframe)
columnCombinations = c(2, 4, 6, 7, 9)
trainingIndicies = sample(1:dim(noAttritionTrainingDataframe)[1], round(trainingPercent * dim(noAttritionTrainingDataframe)[1]))
trainingDataSet = rbind(noAttritionTrainingDataframe[trainingIndicies,], yesAttritionTrainingDataframe)
trainingDataSet
## Attrition JobInvolvement JobLevel JobSatisfaction PerformanceRating
## 1005 No 3 1 1 3
## 629 No 3 3 2 3
## 369 No 4 1 3 3
## 1031 No 3 2 2 3
## 1040 No 3 2 3 3
## 103 No 3 2 3 3
## 826 No 3 5 4 3
## 1063 No 3 2 4 4
## 578 No 2 1 3 3
## 537 No 3 3 2 3
## 291 No 3 1 4 3
## 296 No 3 1 3 3
## 171 No 3 2 4 4
## 702 No 3 2 3 4
## 882 No 3 1 2 4
## 639 No 4 1 4 3
## 252 No 3 2 4 3
## 609 No 4 1 1 3
## 345 No 3 2 1 3
## 932 No 3 3 4 3
## 416 No 3 2 4 3
## 840 No 2 5 2 3
## 1103 No 2 2 4 3
## 842 No 2 3 1 3
## 97 No 3 4 2 3
## 84 No 4 2 1 3
## 701 No 2 1 2 3
## 836 No 3 3 2 3
## 682 No 3 1 4 4
## 223 No 3 2 4 4
## 981 No 2 1 3 4
## 386 No 3 3 1 3
## 96 No 3 2 3 4
## 1116 No 2 1 1 3
## 713 No 4 1 2 3
## 497 No 3 1 4 4
## 326 No 3 1 3 3
## 455 No 2 4 1 3
## 169 No 3 2 1 3
## 234 No 3 2 1 3
## 1008 No 3 2 4 3
## 1145 No 3 2 4 3
## 1044 No 3 2 4 3
## 446 No 3 1 4 3
## 161 No 2 2 4 3
## 1117 No 3 2 2 3
## 1147 No 4 2 3 3
## 608 No 4 2 1 4
## 48 No 2 3 3 3
## 783 No 3 1 2 3
## 493 No 2 2 3 3
## 405 No 2 1 1 3
## 521 No 2 1 4 3
## 1013 No 2 2 2 3
## 110 No 3 1 1 3
## 100 No 2 1 2 3
## 1042 No 2 1 1 3
## 242 No 3 5 2 4
## 251 No 2 1 3 3
## 404 No 3 3 1 3
## 322 No 3 1 4 3
## 741 No 2 2 3 3
## 462 No 3 1 2 3
## 871 No 3 2 4 4
## 1097 No 2 1 1 3
## 401 No 1 2 4 4
## 228 No 4 1 2 3
## 547 No 3 3 2 3
## 187 No 4 2 3 3
## 373 No 3 3 1 3
## 768 No 1 3 1 3
## 523 No 3 3 1 3
## 442 No 3 1 3 3
## 272 No 3 2 2 3
## 107 No 3 2 3 3
## 792 No 3 1 2 3
## 764 No 3 2 3 3
## 808 No 3 1 4 4
## 183 No 4 1 3 3
## 1079 No 3 2 2 3
## 477 No 2 2 3 3
## 877 No 3 2 2 3
## 968 No 2 3 3 3
## 475 No 3 1 3 3
## 256 No 3 1 3 3
## 603 No 4 3 1 3
## 736 No 4 2 3 3
## 858 No 2 3 3 4
## 919 No 3 1 2 4
## 1144 No 3 2 4 3
## 196 No 3 1 4 3
## 964 No 4 2 2 3
## 114 No 3 2 1 3
## 691 No 3 2 3 3
## 538 No 3 1 3 3
## 663 No 3 3 4 3
## 870 No 3 2 2 3
## 1066 No 3 1 1 3
## 76 No 3 2 4 4
## 844 No 3 3 4 3
## 490 No 3 2 3 3
## 638 No 3 3 3 3
## 27 No 3 2 2 3
## 551 No 2 5 3 3
## 819 No 2 1 4 3
## 200 No 2 1 2 4
## 1140 No 2 4 3 4
## 3 No 3 3 4 3
## 406 No 2 4 4 3
## 931 No 3 2 3 3
## 484 No 3 1 1 3
## 969 No 3 4 1 4
## 988 No 3 2 4 3
## 19 No 4 1 4 3
## 413 No 3 1 2 4
## 1107 No 3 1 1 3
## 1149 No 3 1 4 3
## 659 No 2 2 2 3
## 1153 No 3 2 3 3
## 14 No 3 1 2 3
## 492 No 3 4 1 3
## 585 No 3 2 4 3
## 1010 No 3 2 3 4
## 967 No 2 1 1 3
## 372 No 3 3 1 3
## 952 No 3 2 1 3
## 432 No 3 1 3 3
## 225 No 3 1 4 3
## 624 No 3 3 4 3
## 681 No 2 2 1 3
## 823 No 2 2 3 4
## 193 No 3 2 3 3
## 16 No 3 2 3 3
## 126 No 3 2 4 3
## 721 No 3 3 3 3
## 685 No 3 1 4 3
## 264 No 3 1 4 3
## 314 No 2 2 3 3
## 364 No 3 5 3 3
## 924 No 4 2 1 3
## 557 No 3 2 3 3
## 22 No 4 2 2 3
## 52 No 3 5 1 4
## 738 No 2 2 4 3
## 637 No 3 4 1 3
## 143 No 3 3 3 3
## 980 No 2 5 3 3
## 582 No 3 4 4 3
## 905 No 3 4 4 3
## 532 No 3 2 3 3
## 797 No 3 4 4 3
## 916 No 3 2 3 3
## 915 No 3 2 3 3
## 1099 No 3 1 2 3
## 240 No 2 3 1 3
## 260 No 3 1 3 3
## 248 No 2 1 2 3
## 1156 No 3 4 2 3
## 1163 No 3 1 4 3
## 864 No 3 4 3 3
## 306 No 2 1 4 3
## 135 No 2 2 3 3
## 209 No 3 1 1 3
## 589 No 3 1 3 3
## 1119 No 2 3 2 3
## 956 No 1 3 3 4
## 892 No 3 3 2 3
## 1025 No 2 4 1 3
## 1053 No 3 2 3 3
## 972 No 3 2 4 3
## 724 No 2 3 4 3
## 376 No 1 4 4 3
## 1122 No 4 4 4 4
## 725 No 3 1 3 3
## 646 No 2 3 4 3
## 148 No 3 2 1 3
## 1138 No 3 2 1 3
## 770 No 2 2 3 3
## 580 No 3 2 4 3
## 1090 No 2 2 4 3
## 690 No 3 1 2 3
## 389 No 3 2 4 3
## 221 No 3 2 4 4
## 880 No 2 4 2 3
## 307 No 3 1 4 3
## 667 No 3 3 4 3
## 419 No 2 2 4 3
## 335 No 2 5 4 4
## 810 No 3 1 2 3
## 902 No 3 2 3 3
## 606 No 4 4 3 3
## 28 Yes 3 2 1 3
## 29 Yes 3 3 1 3
## 37 Yes 2 3 1 3
## 38 Yes 2 2 1 3
## 47 Yes 1 2 2 3
## 49 Yes 3 1 2 3
## 57 Yes 4 1 3 3
## 60 Yes 1 1 4 3
## 61 Yes 2 3 4 3
## 65 Yes 3 1 2 3
## 73 Yes 2 2 3 3
## 75 Yes 3 3 2 3
## 81 Yes 1 2 2 3
## 88 Yes 2 1 2 4
## 92 Yes 2 3 1 3
## 93 Yes 2 1 3 3
## 109 Yes 3 2 2 4
## 127 Yes 1 1 1 4
## 137 Yes 2 1 1 3
## 139 Yes 3 1 1 4
## 151 Yes 3 2 1 3
## 158 Yes 3 4 4 3
## 162 Yes 2 3 1 3
## 166 Yes 2 1 3 3
## 177 Yes 3 5 1 3
## 178 Yes 3 1 1 3
## 201 Yes 4 4 2 3
## 204 Yes 1 1 2 3
## 207 Yes 1 2 3 3
## 208 Yes 3 2 1 3
## 222 Yes 3 2 1 3
## 233 Yes 1 4 3 3
## 236 Yes 2 3 3 3
## 244 Yes 2 1 1 3
## 254 Yes 4 1 1 3
## 261 Yes 2 1 4 3
## 262 Yes 2 1 1 3
## 263 Yes 3 1 4 3
## 268 Yes 3 1 2 3
## 279 Yes 2 2 3 3
## 287 Yes 3 1 2 4
## 298 Yes 1 2 3 4
## 299 Yes 2 1 1 4
## 300 Yes 1 1 4 3
## 305 Yes 3 1 3 4
## 313 Yes 3 1 3 3
## 332 Yes 1 3 4 3
## 333 Yes 3 1 2 3
## 336 Yes 2 2 3 4
## 339 Yes 3 2 3 3
## 358 Yes 2 1 2 3
## 362 Yes 4 1 1 3
## 363 Yes 1 5 4 3
## 377 Yes 4 1 1 3
## 380 Yes 3 1 3 3
## 385 Yes 3 1 3 3
## 390 Yes 2 1 2 3
## 398 Yes 3 1 3 3
## 415 Yes 1 1 3 3
## 423 Yes 1 2 3 3
## 429 Yes 2 1 3 3
## 433 Yes 2 2 1 4
## 437 Yes 3 1 3 3
## 439 Yes 2 1 3 3
## 443 Yes 3 1 3 3
## 453 Yes 3 2 4 3
## 465 Yes 2 1 3 3
## 469 Yes 1 2 1 3
## 472 Yes 2 1 4 4
## 485 Yes 3 3 4 3
## 486 Yes 3 2 4 3
## 487 Yes 3 1 4 3
## 489 Yes 2 3 3 3
## 501 Yes 2 3 1 3
## 502 Yes 2 1 3 3
## 503 Yes 3 1 3 3
## 507 Yes 3 1 3 3
## 510 Yes 3 5 3 3
## 517 Yes 2 1 2 3
## 520 Yes 3 1 4 3
## 522 Yes 3 1 2 3
## 530 Yes 3 1 2 3
## 535 Yes 1 1 1 3
## 539 Yes 3 1 2 3
## 568 Yes 2 2 1 3
## 572 Yes 3 1 4 3
## 588 Yes 2 1 1 4
## 592 Yes 2 2 2 4
## 593 Yes 3 1 3 3
## 600 Yes 3 1 4 3
## 605 Yes 1 1 2 3
## 613 Yes 3 1 1 4
## 614 Yes 2 1 2 3
## 621 Yes 2 1 4 3
## 625 Yes 2 1 1 3
## 640 Yes 3 1 1 3
## 644 Yes 1 1 1 4
## 645 Yes 2 1 1 3
## 647 Yes 3 1 3 3
## 650 Yes 3 1 1 3
## 655 Yes 2 1 3 3
## 668 Yes 1 1 4 3
## 669 Yes 3 2 3 3
## 674 Yes 3 1 2 3
## 687 Yes 3 3 4 3
## 689 Yes 2 1 4 4
## 692 Yes 3 3 2 3
## 694 Yes 3 1 4 4
## 699 Yes 3 1 4 3
## 704 Yes 3 1 2 3
## 716 Yes 1 1 3 3
## 719 Yes 3 2 4 4
## 729 Yes 1 1 4 3
## 732 Yes 3 2 3 3
## 733 Yes 2 1 2 3
## 734 Yes 4 2 3 3
## 747 Yes 2 1 1 3
## 751 Yes 3 1 4 3
## 752 Yes 3 1 2 3
## 754 Yes 3 3 2 4
## 760 Yes 1 5 2 3
## 761 Yes 2 1 1 4
## 774 Yes 2 1 3 3
## 780 Yes 3 1 4 3
## 781 Yes 3 1 2 4
## 788 Yes 2 2 2 3
## 796 Yes 3 1 1 3
## 798 Yes 3 1 1 3
## 799 Yes 2 1 2 4
## 804 Yes 3 3 1 4
## 820 Yes 3 2 3 3
## 824 Yes 3 1 3 3
## 827 Yes 3 3 3 3
## 832 Yes 3 1 3 3
## 841 Yes 3 1 3 3
## 849 Yes 2 2 3 3
## 851 Yes 1 2 3 3
## 857 Yes 3 1 1 3
## 860 Yes 3 3 4 3
## 863 Yes 4 2 4 3
## 873 Yes 4 4 3 3
## 876 Yes 3 2 4 3
## 878 Yes 2 1 3 4
## 881 Yes 3 3 4 3
## 886 Yes 3 2 3 3
## 893 Yes 2 3 4 3
## 897 Yes 3 3 1 4
## 909 Yes 3 1 3 3
## 923 Yes 3 2 3 3
## 934 Yes 2 1 4 3
## 935 Yes 3 1 1 3
## 936 Yes 3 1 1 3
## 938 Yes 1 3 4 3
## 941 Yes 3 1 1 3
## 947 Yes 3 1 2 3
## 949 Yes 3 1 3 3
## 950 Yes 4 2 3 3
## 960 Yes 3 5 2 3
## 970 Yes 3 1 2 3
## 976 Yes 2 1 4 3
## 978 Yes 3 1 1 3
## 986 Yes 4 1 3 3
## 987 Yes 2 1 4 3
## 1000 Yes 3 1 4 4
## 1011 Yes 3 3 3 3
## 1014 Yes 3 2 1 3
## 1015 Yes 2 2 1 3
## 1029 Yes 3 2 3 3
## 1030 Yes 2 3 1 3
## 1036 Yes 3 1 3 3
## 1041 Yes 2 1 2 3
## 1046 Yes 2 1 2 3
## 1047 Yes 3 2 2 3
## 1049 Yes 3 1 3 3
## 1050 Yes 1 2 4 3
## 1051 Yes 2 3 4 3
## 1056 Yes 3 1 1 3
## 1064 Yes 3 1 4 4
## 1083 Yes 3 1 1 3
## 1098 Yes 2 1 4 3
## 1100 Yes 3 2 1 3
## 1113 Yes 3 3 3 3
## 1114 Yes 3 2 3 3
## 1121 Yes 2 3 1 3
## 1126 Yes 1 1 1 4
## 1127 Yes 3 1 3 3
## 1135 Yes 3 1 1 4
## 1154 Yes 3 1 4 3
## 1157 Yes 2 1 3 3
## 1161 Yes 3 1 3 3
## 1165 Yes 2 1 3 3
## StockOptionLevel TotalWorkingYears WorkLifeBalance BusinessTravelNumeric
## 1005 1 10 2 2
## 629 1 23 3 1
## 369 1 4 3 2
## 1031 3 4 2 2
## 1040 1 11 2 2
## 103 1 6 3 3
## 826 2 23 3 2
## 1063 1 15 1 1
## 578 0 7 3 3
## 537 0 10 3 2
## 291 2 8 3 2
## 296 1 5 3 2
## 171 1 10 2 2
## 702 0 6 2 2
## 882 1 7 3 2
## 639 2 6 3 2
## 252 2 12 3 3
## 609 0 8 3 2
## 345 3 8 3 2
## 932 0 10 3 2
## 416 1 15 3 3
## 840 0 29 3 2
## 1103 1 13 3 3
## 842 0 10 2 2
## 97 1 23 4 2
## 84 2 13 3 2
## 701 0 1 3 2
## 836 1 9 3 3
## 682 1 8 3 1
## 223 1 7 3 3
## 981 2 6 3 2
## 386 1 15 3 2
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## 225 2 10 4 2
## 624 0 9 3 2
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## 16 1 9 2 3
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## 314 0 10 3 2
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## 738 0 13 3 2
## 637 1 23 3 2
## 143 1 13 3 2
## 980 1 23 4 2
## 582 0 16 3 2
## 905 1 26 4 2
## 532 0 15 3 2
## 797 0 21 3 2
## 916 0 5 3 2
## 915 0 8 3 2
## 1099 1 8 3 2
## 240 3 19 3 2
## 260 1 7 2 2
## 248 1 3 3 2
## 1156 0 21 3 2
## 1163 0 11 4 1
## 864 2 28 2 1
## 306 0 6 2 3
## 135 1 9 4 1
## 209 1 8 3 2
## 589 0 8 3 2
## 1119 1 24 3 2
## 956 2 9 4 2
## 892 1 9 3 2
## 1025 1 21 2 1
## 1053 0 8 3 2
## 972 2 10 1 2
## 724 0 15 2 2
## 376 0 32 3 1
## 1122 0 27 2 3
## 725 0 8 3 2
## 646 1 15 2 2
## 148 1 8 1 2
## 1138 1 10 3 1
## 770 1 15 3 3
## 580 2 6 3 2
## 1090 0 6 3 2
## 690 3 13 3 3
## 389 0 17 2 2
## 221 0 6 3 2
## 880 0 29 2 2
## 307 0 8 3 2
## 667 1 11 3 1
## 419 1 14 2 2
## 335 1 30 3 3
## 810 1 6 2 2
## 902 1 11 2 1
## 606 0 32 3 2
## 28 0 6 3 2
## 29 0 15 2 2
## 37 0 15 3 2
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## 151 0 9 1 2
## 158 3 21 3 1
## 162 0 10 2 3
## 166 0 2 2 2
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## 178 1 6 3 1
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## 204 0 10 3 2
## 207 0 7 2 2
## 208 0 17 3 2
## 222 2 5 3 1
## 233 0 25 1 1
## 236 0 17 1 2
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## 254 0 2 3 2
## 261 0 3 4 1
## 262 0 11 1 2
## 263 1 8 1 2
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## 621 0 1 3 1
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## 644 1 5 3 3
## 645 1 5 1 3
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## 716 1 1 3 2
## 719 0 13 4 1
## 729 0 1 1 2
## 732 0 12 2 2
## 733 0 1 3 1
## 734 0 6 3 3
## 747 3 4 3 2
## 751 0 2 3 1
## 752 0 3 4 1
## 754 3 14 3 2
## 760 0 26 3 2
## 761 0 3 3 2
## 774 1 2 2 2
## 780 3 4 4 2
## 781 0 4 2 2
## 788 0 11 2 2
## 796 0 10 3 1
## 798 0 1 3 2
## 799 0 1 4 3
## 804 0 9 3 2
## 820 0 6 3 2
## 824 1 2 2 1
## 827 3 10 3 2
## 832 0 0 2 2
## 841 0 0 3 2
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## 863 0 9 2 3
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## 878 0 2 1 1
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## 886 1 4 4 2
## 893 0 9 3 2
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## 909 0 2 2 2
## 923 1 9 2 2
## 934 1 3 2 1
## 935 0 1 3 2
## 936 0 4 2 1
## 938 0 18 3 1
## 941 0 15 1 2
## 947 0 1 3 2
## 949 1 8 2 1
## 950 0 8 3 1
## 960 0 40 3 2
## 970 1 5 3 2
## 976 0 4 2 2
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## 986 0 8 3 1
## 987 1 1 3 1
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## 1011 2 17 3 1
## 1014 1 11 2 1
## 1015 0 9 2 1
## 1029 0 4 3 2
## 1030 1 24 3 2
## 1036 0 1 3 2
## 1041 0 6 4 1
## 1046 2 1 3 1
## 1047 2 7 3 2
## 1049 0 8 3 2
## 1050 2 7 2 2
## 1051 1 34 3 2
## 1056 1 6 3 2
## 1064 1 3 3 2
## 1083 1 1 2 1
## 1098 1 6 2 1
## 1100 0 10 1 2
## 1113 0 15 4 2
## 1114 1 18 3 1
## 1121 1 20 3 2
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## 1157 3 5 3 2
## 1161 0 6 3 2
## 1165 1 8 3 1
model = naiveBayes(trainingDataSet[, columnCombinations], trainingDataSet$Attrition, laplace = 1)
predictionDataframe = as.data.frame(predict(model, noAttritionDataframe[, c(2,3,4,5)]))
## Warning in predict.naiveBayes(model, noAttritionDataframe[, c(2, 3,
## 4, 5)]): Type mismatch between training and new data for variable
## 'BusinessTravelNumeric'. Did you use factors with numeric labels for training,
## and numeric values for new data?
predictionDataframe$ID = noAttritionDataframe[,1]
predictionDataframe$Prediction = predictionDataframe$`predict(model, noAttritionDataframe[, c(2, 3, 4, 5)])`
dropColumns = c("predict(model, noAttritionDataframe[, c(2, 3, 4, 5)])")
predictionDataframe = predictionDataframe[ , !(names(predictionDataframe) %in% dropColumns)]
fileLocation = paste("C:/SMU MS Data Science/DoingDataScience6306/EmployeeAttrition/Predictions/AttritionPrediction.csv", sep="")
write.csv(predictionDataframe, fileLocation, row.names = TRUE)
predictionDataframe
## ID Prediction
## 1 1171 No
## 2 1172 No
## 3 1173 No
## 4 1174 No
## 5 1175 No
## 6 1176 Yes
## 7 1177 No
## 8 1178 No
## 9 1179 Yes
## 10 1180 No
## 11 1181 No
## 12 1182 Yes
## 13 1183 No
## 14 1184 No
## 15 1185 No
## 16 1186 Yes
## 17 1187 Yes
## 18 1188 No
## 19 1189 No
## 20 1190 No
## 21 1191 Yes
## 22 1192 No
## 23 1193 Yes
## 24 1194 No
## 25 1195 Yes
## 26 1196 No
## 27 1197 Yes
## 28 1198 Yes
## 29 1199 No
## 30 1200 Yes
## 31 1201 Yes
## 32 1202 No
## 33 1203 No
## 34 1204 Yes
## 35 1205 Yes
## 36 1206 No
## 37 1207 No
## 38 1208 No
## 39 1209 No
## 40 1210 No
## 41 1211 No
## 42 1212 Yes
## 43 1213 No
## 44 1214 No
## 45 1215 Yes
## 46 1216 No
## 47 1217 No
## 48 1218 Yes
## 49 1219 Yes
## 50 1220 Yes
## 51 1221 Yes
## 52 1222 No
## 53 1223 No
## 54 1224 No
## 55 1225 No
## 56 1226 No
## 57 1227 No
## 58 1228 No
## 59 1229 Yes
## 60 1230 No
## 61 1231 No
## 62 1232 No
## 63 1233 Yes
## 64 1234 No
## 65 1235 No
## 66 1236 Yes
## 67 1237 No
## 68 1238 No
## 69 1239 No
## 70 1240 No
## 71 1241 Yes
## 72 1242 No
## 73 1243 No
## 74 1244 No
## 75 1245 No
## 76 1246 Yes
## 77 1247 No
## 78 1248 Yes
## 79 1249 No
## 80 1250 No
## 81 1251 No
## 82 1252 No
## 83 1253 No
## 84 1254 No
## 85 1255 No
## 86 1256 No
## 87 1257 No
## 88 1258 No
## 89 1259 No
## 90 1260 Yes
## 91 1261 No
## 92 1262 No
## 93 1263 No
## 94 1264 No
## 95 1265 No
## 96 1266 No
## 97 1267 Yes
## 98 1268 No
## 99 1269 No
## 100 1270 Yes
## 101 1271 No
## 102 1272 Yes
## 103 1273 No
## 104 1274 No
## 105 1275 Yes
## 106 1276 No
## 107 1277 No
## 108 1278 No
## 109 1279 Yes
## 110 1280 No
## 111 1281 No
## 112 1282 No
## 113 1283 No
## 114 1284 No
## 115 1285 No
## 116 1286 Yes
## 117 1287 No
## 118 1288 No
## 119 1289 Yes
## 120 1290 No
## 121 1291 No
## 122 1292 No
## 123 1293 No
## 124 1294 No
## 125 1295 No
## 126 1296 No
## 127 1297 Yes
## 128 1298 No
## 129 1299 No
## 130 1300 Yes
## 131 1301 No
## 132 1302 No
## 133 1303 No
## 134 1304 Yes
## 135 1305 No
## 136 1306 No
## 137 1307 No
## 138 1308 Yes
## 139 1309 Yes
## 140 1310 Yes
## 141 1311 No
## 142 1312 No
## 143 1313 No
## 144 1314 No
## 145 1315 No
## 146 1316 Yes
## 147 1317 Yes
## 148 1318 Yes
## 149 1319 No
## 150 1320 No
## 151 1321 Yes
## 152 1322 No
## 153 1323 No
## 154 1324 No
## 155 1325 Yes
## 156 1326 Yes
## 157 1327 Yes
## 158 1328 Yes
## 159 1329 Yes
## 160 1330 Yes
## 161 1331 No
## 162 1332 Yes
## 163 1333 Yes
## 164 1334 No
## 165 1335 No
## 166 1336 No
## 167 1337 No
## 168 1338 No
## 169 1339 No
## 170 1340 Yes
## 171 1341 Yes
## 172 1342 Yes
## 173 1343 Yes
## 174 1344 Yes
## 175 1345 No
## 176 1346 Yes
## 177 1347 No
## 178 1348 Yes
## 179 1349 No
## 180 1350 No
## 181 1351 Yes
## 182 1352 No
## 183 1353 Yes
## 184 1354 Yes
## 185 1355 No
## 186 1356 No
## 187 1357 Yes
## 188 1358 Yes
## 189 1359 No
## 190 1360 No
## 191 1361 No
## 192 1362 Yes
## 193 1363 No
## 194 1364 No
## 195 1365 No
## 196 1366 Yes
## 197 1367 No
## 198 1368 Yes
## 199 1369 No
## 200 1370 No
## 201 1371 No
## 202 1372 No
## 203 1373 No
## 204 1374 Yes
## 205 1375 No
## 206 1376 No
## 207 1377 No
## 208 1378 No
## 209 1379 Yes
## 210 1380 No
## 211 1381 Yes
## 212 1382 No
## 213 1383 No
## 214 1384 No
## 215 1385 No
## 216 1386 No
## 217 1387 No
## 218 1388 No
## 219 1389 No
## 220 1390 No
## 221 1391 No
## 222 1392 No
## 223 1393 No
## 224 1394 No
## 225 1395 Yes
## 226 1396 No
## 227 1397 No
## 228 1398 No
## 229 1399 Yes
## 230 1400 No
## 231 1401 Yes
## 232 1402 Yes
## 233 1403 No
## 234 1404 Yes
## 235 1405 No
## 236 1406 Yes
## 237 1407 No
## 238 1408 Yes
## 239 1409 No
## 240 1410 No
## 241 1411 Yes
## 242 1412 No
## 243 1413 No
## 244 1414 No
## 245 1415 No
## 246 1416 No
## 247 1417 No
## 248 1418 No
## 249 1419 Yes
## 250 1420 Yes
## 251 1421 Yes
## 252 1422 Yes
## 253 1423 No
## 254 1424 No
## 255 1425 No
## 256 1426 No
## 257 1427 No
## 258 1428 No
## 259 1429 Yes
## 260 1430 No
## 261 1431 No
## 262 1432 No
## 263 1433 No
## 264 1434 No
## 265 1435 No
## 266 1436 No
## 267 1437 No
## 268 1438 No
## 269 1439 Yes
## 270 1440 No
## 271 1441 Yes
## 272 1442 Yes
## 273 1443 Yes
## 274 1444 Yes
## 275 1445 Yes
## 276 1446 Yes
## 277 1447 Yes
## 278 1448 No
## 279 1449 Yes
## 280 1450 Yes
## 281 1451 Yes
## 282 1452 Yes
## 283 1453 No
## 284 1454 No
## 285 1455 Yes
## 286 1456 Yes
## 287 1457 Yes
## 288 1458 Yes
## 289 1459 No
## 290 1460 Yes
## 291 1461 No
## 292 1462 No
## 293 1463 Yes
## 294 1464 Yes
## 295 1465 Yes
## 296 1466 No
## 297 1467 No
## 298 1468 Yes
## 299 1469 No
## 300 1470 No